Run
577467

Run 577467

Task 33 (Supervised Classification) cylinder-bands Uploaded 02-06-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_LMT(1)Weka implementation of AttributeSelectedClassifier
weka.LMT(4)_I-1
weka.LMT(4)_M15
weka.LMT(4)_W0.0
weka.AttributeSelectedClassifier_LMT(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_LMT(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_LMT(1)_Wweka.classifiers.trees.LMT

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
0.7151
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6633
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3108
Cross-validation details (10-fold Crossvalidation)
KB relative information score
95.2702
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4072
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4879
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
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
0.6638
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.663
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9826
Cross-validation details (10-fold Crossvalidation)
Recall
0.663
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8345
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4628
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.937
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1291.2252
UserCPU time millis
1670
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1670
Cross-validation details (10-fold Crossvalidation)