Run
579826

Run 579826

Task 219 (Supervised Classification) electricity Uploaded 06-06-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_MultiBoostAB_JRip(1)Weka implementation of AttributeSelectedClassifier
weka.JRip(5)_F3
weka.JRip(5)_N2.0
weka.JRip(5)_O2
weka.JRip(5)_S1
weka.AttributeSelectedClassifier_MultiBoostAB_JRip(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_MultiBoostAB_JRip(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_MultiBoostAB_JRip(1)_Wweka.classifiers.meta.MultiBoostAB
weka.MultiBoostAB_JRip(3)_C3
weka.MultiBoostAB_JRip(3)_P100
weka.MultiBoostAB_JRip(3)_S1
weka.MultiBoostAB_JRip(3)_I10
weka.MultiBoostAB_JRip(3)_Wweka.classifiers.rules.JRip

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.

22 Evaluation measures

Area under ROC curve
0.8583
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7793
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5459
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24589.7267
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2223
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
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
0.7812
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7816
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7816
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4549
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4406
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8914
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1654.5995
UserCPU time millis
112620
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
190
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
112430
Cross-validation details (10-fold Crossvalidation)