Run
88793

Run 88793

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 03-12-2014 by Stephan Oostveen
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Flow

weka.CostSensitiveClassifier_REPTree(1)Weka implementation of CostSensitiveClassifier
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001
weka.CostSensitiveClassifier_REPTree(1)_Mtrue
weka.CostSensitiveClassifier_REPTree(1)_cost-matrix[0.0 10.0; 100.0 0.0]
weka.CostSensitiveClassifier_REPTree(1)_S4384542
weka.CostSensitiveClassifier_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.CostSensitiveClassifier_REPTree(1)_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
0.6023
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
7.7802
Cross-validation details (10-fold Crossvalidation)
Build CPU time
30.4505
Cross-validation details (10-fold Crossvalidation)
Build memory
1290897823.3161
Cross-validation details (10-fold Crossvalidation)
F measure
0.4717
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.091
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-592035.3328
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5708
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
0.8049
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4292
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.4292
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.0425
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.0211
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1031.5467
Total cost
3108060
Cross-validation details (10-fold Crossvalidation)