Run
221237

Run 221237

Task 4544 (Supervised Classification) JapaneseVowels Uploaded 01-03-2015 by Jan van Rijn
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Flow

weka.DecisionStump(4)Weka implementation of DecisionStump

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
0.8548
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7641
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
18411.8403
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1832
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2716
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
99610
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7022
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.838
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.838
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6746
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.303
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8223
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1339.4189
UserCPU time millis
30
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10 times 10-fold Crossvalidation)