Run
88888

Run 88888

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 04-12-2014 by Daan Peters
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Flow

weka.CostSensitiveClassifier_Bagging_REPTree(1)Weka implementation of CostSensitiveClassifier
weka.Bagging_REPTree(3)_I40
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots8
weka.Bagging_REPTree(3)_output-debug-infotrue
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.REPTree(5)_output-debug-infotrue
weka.CostSensitiveClassifier_Bagging_REPTree(1)_Mtrue
weka.CostSensitiveClassifier_Bagging_REPTree(1)_cost-matrix[0.0 10.0; 100.0 0.0]
weka.CostSensitiveClassifier_Bagging_REPTree(1)_S1
weka.CostSensitiveClassifier_Bagging_REPTree(1)_Wweka.classifiers.meta.Bagging
weka.CostSensitiveClassifier_Bagging_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
0.6192
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
7.375
Cross-validation details (10-fold Crossvalidation)
Build CPU time
203.6202
Cross-validation details (10-fold Crossvalidation)
Build memory
1426530683.2799
Cross-validation details (10-fold Crossvalidation)
F measure
0.492
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1077
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-559794.0186
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5523
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
0.8151
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4477
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.4477
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.9761
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7431
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.988
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1081.2679
Total cost
2946160
Cross-validation details (10-fold Crossvalidation)