Run
593836

Run 593836

Task 9985 (Supervised Classification) first-order-theorem-proving Uploaded 16-06-2016 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
0.7616
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5824
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4448
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2777.6234
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1421
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2508
Cross-validation details (10-fold Crossvalidation)
Number of instances
6118
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
0.5816
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5837
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3005
Cross-validation details (10-fold Crossvalidation)
Recall
0.5837
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5668
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3541
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3623
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0233
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.79
UserCPU time millis
5650
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
5510
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
140
Cross-validation details (10-fold Crossvalidation)