Run
576598

Run 576598

Task 16 (Supervised Classification) mfeat-karhunen Uploaded 01-06-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_Bagging_NaiveBayes(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_Bagging_NaiveBayes(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_Bagging_NaiveBayes(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_Bagging_NaiveBayes(1)_Wweka.classifiers.meta.Bagging
weka.Bagging_NaiveBayes(10)_P100
weka.Bagging_NaiveBayes(10)_S1
weka.Bagging_NaiveBayes(10)_num-slots1
weka.Bagging_NaiveBayes(10)_I10
weka.Bagging_NaiveBayes(10)_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
0.9947
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9397
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9328
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1879.885
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0136
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
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
0.9411
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9395
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9395
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0758
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0984
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.328
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1333.0843
UserCPU time millis
3210
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
2860
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
350
Cross-validation details (10-fold Crossvalidation)