Run
8257

Run 8257

Task 9 (Supervised Classification) autos Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.DecisionStump(1)Weka implementation of DecisionStump

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.6648
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3359
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2203
Cross-validation details (10-fold Crossvalidation)
KB relative information score
49.5079
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1938
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2209
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2667
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4537
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.4537
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8771
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3116
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9392
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.6123[560.48863959327881014.7209476623404484.75925509327664913.07556704216551760.0170946291457]