Run
88829

Run 88829

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 03-12-2014 by Stefan Majoor
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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)_N4
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001
weka.REPTree(5)_output-debug-infotrue

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
0.6863
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.0307
Cross-validation details (10-fold Crossvalidation)
F measure
0.7854
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1329
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4199.6822
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2494
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 7, 6.1]
Precision
0.7857
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8312
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8312
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8925
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3658
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9785
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1468.7259
Total cost
6004490
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
220
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
22328
Cross-validation details (10-fold Crossvalidation)