Run
593708

Run 593708

Task 3973 (Supervised Classification) OVA_Omentum Uploaded 16-06-2016 by Jan van Rijn
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Flow

weka.FilteredClassifier_MultiSearch_J48(2)Weka implementation of FilteredClassifier
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.FilteredClassifier_MultiSearch_J48(2)_Fweka.filters.MultiFilter -F "weka.filters.unsupervised.attribute.ReplaceMissingNumericValuesAndIndicate " -F "weka.filters.unsupervised.attribute.ReplaceMissingWithUserConstant -A first-last -N ? -R 0 -F yyyy-MM-dd\'T\'HH:mm:ss" -F "weka.filters.unsupervised.attribute.RemoveUseless -M 99.0"
weka.FilteredClassifier_MultiSearch_J48(2)_Wweka.classifiers.meta.MultiSearch
weka.MultiSearch_J48(4)_EACC
weka.MultiSearch_J48(4)_class-label1
weka.MultiSearch_J48(4)_search[weka.core.setupgenerator.MathParameter -property confidenceFactor -min -4.0 -max -1.0 -step 1.0 -base 10.0 -expression pow(BASE,I), weka.core.setupgenerator.MathParameter -property minNumObj -min 0.0 -max 6.0 -step 1.0 -base 2.0 -expression pow(BASE,I)]
weka.MultiSearch_J48(4)_algorithmweka.classifiers.meta.multisearch.RandomSearch -sample-size 100.0 -num-folds 2 -test-set . -num-iterations 200 -num-slots 1 -S 1 -num-slots 1
weka.MultiSearch_J48(4)_log-file/home/rijnjnvan/apps/weka-3-7-13
weka.MultiSearch_J48(4)_S1
weka.MultiSearch_J48(4)_Wweka.classifiers.trees.J48

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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

22 Evaluation measures

Area under ROC curve
0.6596
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9363
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2017
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6.9022
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0811
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0952
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.10.1.el7.x86_64]
Precision
0.9328
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9495
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2882
Cross-validation details (10-fold Crossvalidation)
Recall
0.9495
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8516
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2176
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2105
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9675
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1664.1268
UserCPU time millis
13960
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
970
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
12990
Cross-validation details (10-fold Crossvalidation)