Run
88794

Run 88794

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 03-12-2014 by Stephan Oostveen
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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)_N2
weka.REPTree(5)_S5
weka.REPTree(5)_V0.001

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
0.6961
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.3926
Cross-validation details (10-fold Crossvalidation)
Build CPU time
14.9839
Cross-validation details (10-fold Crossvalidation)
Build memory
1639620467.4426
Cross-validation details (10-fold Crossvalidation)
F measure
0.7825
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1151
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4989.4511
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2521
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, 1.7.0_25, amd64, Windows 7, 6.1]
Precision
0.7969
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8357
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8357
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9019
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3597
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9622
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1028.8967
Total cost
6149060
Cross-validation details (10-fold Crossvalidation)