Run
594217

Run 594217

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 17-06-2016 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_MultiSearch_Logistic(1)Weka implementation of FilteredClassifier
weka.Logistic(6)_R1.0E-8
weka.Logistic(6)_M-1
weka.FilteredClassifier_MultiSearch_Logistic(1)_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_Logistic(1)_Wweka.classifiers.meta.MultiSearch
weka.MultiSearch_Logistic(1)_EACC
weka.MultiSearch_Logistic(1)_class-label1
weka.MultiSearch_Logistic(1)_search[weka.core.setupgenerator.MathParameter -property ridge -min -12.0 -max 12.0 -step 1.0 -base 2.0 -expression pow(BASE,I)]
weka.MultiSearch_Logistic(1)_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_Logistic(1)_log-file/home/rijnjnvan/apps/weka-3-7-13
weka.MultiSearch_Logistic(1)_S1
weka.MultiSearch_Logistic(1)_Wweka.classifiers.functions.Logistic

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

0.6275
Per class
Cross-validation details (10-fold Crossvalidation)
0.5386
Per class
Cross-validation details (10-fold Crossvalidation)
0.1874
Cross-validation details (10-fold Crossvalidation)
110.6681
Cross-validation details (10-fold Crossvalidation)
0.3676
Cross-validation details (10-fold Crossvalidation)
0.3794
Cross-validation details (10-fold Crossvalidation)
2500
Per class
Cross-validation details (10-fold Crossvalidation)
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
0.52
Per class
Cross-validation details (10-fold Crossvalidation)
0.5628
Cross-validation details (10-fold Crossvalidation)
1.3187
Cross-validation details (10-fold Crossvalidation)
0.5628
Per class
Cross-validation details (10-fold Crossvalidation)
0.9688
Cross-validation details (10-fold Crossvalidation)
0.4355
Cross-validation details (10-fold Crossvalidation)
0.4264
Cross-validation details (10-fold Crossvalidation)
0.9792
Cross-validation details (10-fold Crossvalidation)
945.8307
1880
Cross-validation details (10-fold Crossvalidation)
50
Cross-validation details (10-fold Crossvalidation)
1830
Cross-validation details (10-fold Crossvalidation)