Run
66029

Run 66029

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 26-11-2014 by Jose Melo
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Flow

weka.REPTree(5)Weka implementation of REPTree
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N5
weka.REPTree(5)_S1
weka.REPTree(5)_V0.005

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.

21 Evaluation measures

Area under ROC curve
0.6833
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
14.9933
Cross-validation details (10-fold Crossvalidation)
Build CPU time
24.0354
Cross-validation details (10-fold Crossvalidation)
Build memory
1103572521.7134
Cross-validation details (10-fold Crossvalidation)
F measure
0.7855
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1339
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4479.7105
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2491
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_25, x86_64, Mac OS X, 10.10.1]
Precision
0.7842
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8303
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8303
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8912
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3674
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9828
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1653.3682
Total cost
5989570
Cross-validation details (10-fold Crossvalidation)