Run
570322

Run 570322

Task 3528 (Supervised Classification) la2s.wc Uploaded 01-05-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_IBk(1)Weka implementation of AttributeSelectedClassifier
weka.IBk(7)_K2
weka.IBk(7)_W0
weka.IBk(7)_Atrue
weka.AttributeSelectedClassifier_IBk(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_IBk(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_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
0.9128
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7721
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7174
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2336.3884
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0768
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2655
Cross-validation details (10-fold Crossvalidation)
Number of instances
3075
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
0.7848
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7737
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4305
Cross-validation details (10-fold Crossvalidation)
Recall
0.7737
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2893
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3643
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2359
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6475
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
833.4476
UserCPU time millis
1905500
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
2130
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1903370
Cross-validation details (10-fold Crossvalidation)