Run
89067

Run 89067

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 07-12-2014 by Perry van Wesel
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.CostSensitiveClassifier_NaiveBayes(1)Weka implementation of CostSensitiveClassifier
weka.NaiveBayes(2)_Dtrue
weka.CostSensitiveClassifier_NaiveBayes(1)_Mtrue
weka.CostSensitiveClassifier_NaiveBayes(1)_cost-matrix[0.0 10.0; 100.0 0.0]
weka.CostSensitiveClassifier_NaiveBayes(1)_S132140124
weka.CostSensitiveClassifier_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes

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.

22 Evaluation measures

Area under ROC curve
0.6301
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
7.8864
Cross-validation details (10-fold Crossvalidation)
F measure
0.5733
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1316
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-434228.9919
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.48
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
0.803
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.52
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.52
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.7174
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6928
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.8533
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1328.7649
Total cost
3150490
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14944.8958
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1232.4079
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
13712.4879
Cross-validation details (10-fold Crossvalidation)