Run
280990

Run 280990

Task 4451 (Supervised Classification) pollution Uploaded 08-03-2015 by Jan van Rijn
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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
0.652
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6653
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.3452
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
145.3248
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3849
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4995
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
600
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
0.6867
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.67
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9992
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.67
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7706
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4808
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9622
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1358.4523