Run
564824

Run 564824

Task 3711 (Supervised Classification) elevators Uploaded 19-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_IBk(1)Weka implementation of AttributeSelectedClassifier
weka.IBk(7)_K1
weka.IBk(7)_W0
weka.IBk(7)_Atrue
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_IBk(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_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.

22 Evaluation measures

Area under ROC curve
0.7473
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7889
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5021
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7916.2691
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2095
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4271
Cross-validation details (10-fold Crossvalidation)
Number of instances
16599
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.7877
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7905
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.7905
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4906
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4576
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9904
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1318.059
UserCPU time millis
29600
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
29500
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
100
Cross-validation details (10-fold Crossvalidation)