DEVELOPMENT... OpenML
Run
153490

Run 153490

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 10-02-2015 by Felicia West
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Flow

weka.RandomCommittee_RandomTree(2)Weka implementation of RandomCommittee
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001
weka.RandomCommittee_RandomTree(2)_S1
weka.RandomCommittee_RandomTree(2)_num-slots1
weka.RandomCommittee_RandomTree(2)_I10
weka.RandomCommittee_RandomTree(2)_Wweka.classifiers.trees.RandomTree

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.6509
Per class
Average cost
14.1828
F measure
0.7894
Per class
Kappa
0.1681
KB relative information score
-30439.3888
Mean absolute error
0.2447
Mean prior absolute error
0.2795
Number of instances
399482
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7789
Per class
Predictive accuracy
0.8203
Prior entropy
0.653
Recall
0.8203
Per class
Relative absolute error
0.8757
Root mean prior squared error
0.3738
Root mean squared error
0.3874
Root relative squared error
1.0364
SciMark benchmark
929.566
Total cost
5665790
UserCPU time millis
159170
UserCPU time millis testing
6680
UserCPU time millis training
152490