OpenML
22

Run 22

Task 40 (Supervised Classification) glass Uploaded 06-04-2014 by Jan van Rijn
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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
0.653
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2836
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2411
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59.2653
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1826
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.2074
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4486
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.4486
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8629
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9341
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1987.0192