Run
89006

Run 89006

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 05-12-2014 by Hugo Spee
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Flow

weka.CostSensitiveClassifier_RandomCommittee_RandomTree(1)Weka implementation of CostSensitiveClassifier
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
weka.CostSensitiveClassifier_RandomCommittee_RandomTree(1)_Mtrue
weka.CostSensitiveClassifier_RandomCommittee_RandomTree(1)_cost-matrix[0.0 10.0; 100.0 0.0]
weka.CostSensitiveClassifier_RandomCommittee_RandomTree(1)_S1
weka.CostSensitiveClassifier_RandomCommittee_RandomTree(1)_Wweka.classifiers.meta.RandomCommittee

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
0.5906
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
8.7411
Cross-validation details (10-fold Crossvalidation)
F measure
0.5226
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0871
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-521669.6972
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5303
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2795
Cross-validation details (10-fold Crossvalidation)
Number of instances
399482
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_20, amd64, Windows 8.1, 6.3]
Precision
0.783
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4697
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.4697
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.8975
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.9481
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1378.7615
Total cost
3491900
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
111921.875
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
5078.125
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
106843.75
Cross-validation details (10-fold Crossvalidation)