Run
259270

Run 259270

Task 1920 (Supervised Classification) glass Uploaded 05-03-2015 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
0.6582
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.283
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.24
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
592.2954
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1826
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2140
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
0.207
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.4477
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.4477
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.863
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3244
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
0.934
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1316.8289