Run
280961

Run 280961

Task 4204 (Supervised Classification) squash-stored Uploaded 08-03-2015 by Joaquin Vanschoren
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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
0.6301
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5374
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2804
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
129.9179
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3443
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4135
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
520
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
0.4981
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.5846
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.4782
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.5846
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8326
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4538
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4468
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9846
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1449.4352