Run
594223

Run 594223

Task 7592 (Supervised Classification) adult Uploaded 17-06-2016 by Joaquin Vanschoren
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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
0.8855
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8315
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5257
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17724.463
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2194
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8295
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8364
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8364
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6026
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.335
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7853
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
936.9485
UserCPU time millis
333040
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
332520
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
520
Cross-validation details (10-fold Crossvalidation)