Run
66028

Run 66028

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 26-11-2014 by Jose Melo
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Flow

weka.CostSensitiveClassifier_NaiveBayesMultinomial(1)Weka implementation of CostSensitiveClassifier
weka.CostSensitiveClassifier_NaiveBayesMultinomial(1)_cost-matrix[0.0 10.0; 100.0 0.0]
weka.CostSensitiveClassifier_NaiveBayesMultinomial(1)_S1
weka.CostSensitiveClassifier_NaiveBayesMultinomial(1)_Wweka.classifiers.bayes.NaiveBayesMultinomial

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
0.5105
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.1855
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.2734
Cross-validation details (10-fold Crossvalidation)
Build memory
1282584201.466
Cross-validation details (10-fold Crossvalidation)
F measure
0.7611
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0309
Cross-validation details (10-fold Crossvalidation)
KB relative information score
79205.7848
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1844
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_25, x86_64, Mac OS X, 10.10.1]
Precision
0.7378
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8156
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8156
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6598
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4294
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1487
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1653.3682
Total cost
6465800
Cross-validation details (10-fold Crossvalidation)