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Maintaining BigML bindings

Mercè Martín-Prats mmerce

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Maintaining BigML bindings
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mmerce / features_args.sh
Last active August 29, 2015 14:00
bigmler analyze --features  --dataset dataset/535f5ecc37203f272e0001b4 --penalty 0.002 --staleness 3 --k-folds 2
bigmler analyze --features \
 --dataset dataset/535f5ecc37203f272e0001b4 \
--penalty 0.002 --staleness 3 --k-folds 2
@mmerce
mmerce / features_parallel.sh
Last active August 29, 2015 14:00
bigmler analyze –features –dataset dataset/535f5ecc37203f272e0001b4 –k-folds 2 –max-parallel-models 2 –max-parallel-evaluations 2
bigmler analyze --features \
--dataset dataset/535f5ecc37203f272e0001b4 \
--k-folds 2 --max-parallel-models 2 \
--max-parallel-evaluations 2
@mmerce
mmerce / features_maximize.sh
Created April 30, 2014 05:53
bigmler analyze --features  --dataset dataset/535f5ecc37203f272e0001b4 --maximize recall
bigmler analyze --features \
 --dataset dataset/535f5ecc37203f272e0001b4 \
--maximize recall
@mmerce
mmerce / min_nodes.sh
Last active August 29, 2015 14:00
bigmler analyze –nodes –dataset dataset/535f5ecc37203f272e0001b4
bigmler analyze --nodes \
--dataset dataset/535f5ecc37203f272e0001b4
@mmerce
mmerce / nodes_full_fledged.sh
Last active August 29, 2015 14:00
bigmler --analyze --nodes --min-nodes 5 --max-nodes 25 --nodes-step 5 -k-folds 2 -maximize phi
bigmler analyze --nodes \
--dataset dataset/535f5ecc37203f272e0001b4 \
--min-nodes 5 --max-nodes 25 --nodes-step 5 \
--k-folds 2 --maximize phi
@mmerce
mmerce / bigmler_kfold.sh
Last active August 29, 2015 14:00
bigmler analyze --dataset dataset/536653050af5e86d9c01549e --cross-validation --k-folds 3
bigmler analyze --dataset dataset/536653050af5e86d9c01549e \
--cross-validation --k-folds 3
@mmerce
mmerce / README.md
Last active August 29, 2015 14:04
node.js example to predict from a csv file

Node.js example: local predictions

Using the node.js bindings and its local model object to predict from a csv file.

Usage:

cat input.csv | node act_model.js > predictions.csv
@mmerce
mmerce / BigMLer_cluster_1.sh
Last active August 29, 2015 14:21
Creating a Cluster with BigMLer: the basics
bigmler cluster –train my_dataset
@mmerce
mmerce / BigMLer_cluster_2.sh
Created May 18, 2015 18:25
Creating a cluster with BigML setting k
bigmler cluster --train my_dataset --k 3
@mmerce
mmerce / BigMLer_cluster_3.sh
Created May 18, 2015 18:27
Creating a cluster with BigMLer from and predicting centroids for a test set
bigmler cluster --dataset dataset/53b1f71437203f5ac30004a2 \
--cluster-seed my_seed --test my_new_instances.csv