Run
284223

Run 284223

Task 4267 (Supervised Classification) lupus Uploaded 10-03-2015 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
0.642
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7413
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4608
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
280.3172
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3404
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4813
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
870
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
0.7781
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7586
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9735
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7586
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7072
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4904
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4297
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8764
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1320.9026