Run
576082

Run 576082

Task 43 (Supervised Classification) spambase Uploaded 01-06-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_AdaBoostM1_NaiveBayes(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_AdaBoostM1_NaiveBayes(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_AdaBoostM1_NaiveBayes(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_AdaBoostM1_NaiveBayes(1)_Wweka.classifiers.meta.AdaBoostM1
weka.AdaBoostM1_NaiveBayes(3)_P100
weka.AdaBoostM1_NaiveBayes(3)_S1
weka.AdaBoostM1_NaiveBayes(3)_I10
weka.AdaBoostM1_NaiveBayes(3)_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
0.8603
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.813
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6302
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2075.1442
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2759
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.8535
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8113
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8113
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5778
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3925
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8032
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.9614
UserCPU time millis
500
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
400
Cross-validation details (10-fold Crossvalidation)