Run
594799

Run 594799

Task 3971 (Supervised Classification) AP_Colon_Kidney Uploaded 20-06-2016 by Jan van Rijn
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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

Area under ROC curve
0.9943
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.978
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9559
Cross-validation details (10-fold Crossvalidation)
KB relative information score
520.8546
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0232
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4989
Cross-validation details (10-fold Crossvalidation)
Number of instances
546
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
0.978
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.978
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9984
Cross-validation details (10-fold Crossvalidation)
Recall
0.978
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0464
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1378
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2759
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1389.6746
UserCPU time millis
823480
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
470
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
823010
Cross-validation details (10-fold Crossvalidation)