Run
593769

Run 593769

Task 45 (Supervised Classification) splice Uploaded 16-06-2016 by Jan van Rijn
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Flow

weka.FilteredClassifier_MultiSearch_IBk(1)Weka implementation of FilteredClassifier
weka.IBk(7)_K1
weka.IBk(7)_W0
weka.IBk(7)_Atrue
weka.FilteredClassifier_MultiSearch_IBk(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_IBk(1)_Wweka.classifiers.meta.MultiSearch
weka.MultiSearch_IBk(1)_EACC
weka.MultiSearch_IBk(1)_search[weka.core.setupgenerator.MathParameter -property KNN -min 1.0 -max 50.0 -step 1.0 -base 10.0 -expression I]
weka.MultiSearch_IBk(1)_algorithmweka.classifiers.meta.multisearch.DefaultSearch -sample-size 100.0 -initial-folds 2 -subsequent-folds 10 -initial-test-set . -subsequent-test-set . -num-slots 1 -num-slots 1
weka.MultiSearch_IBk(1)_log-file/home/rijnjnvan/apps/weka-3-7-13
weka.MultiSearch_IBk(1)_S1
weka.MultiSearch_IBk(1)_Wweka.classifiers.lazy.IBk

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
0.9862
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8279
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1591.772
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.259
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4101
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
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
0.9066
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8897
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.8897
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6317
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4528
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3053
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6743
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1637.2438
UserCPU time millis
8980
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
8870
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
110
Cross-validation details (10-fold Crossvalidation)