Run
221125

Run 221125

Task 3806 (Supervised Classification) fri_c0_500_10 Uploaded 01-03-2015 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
0.653
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6639
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3464
Cross-validation details (10-fold Crossvalidation)
KB relative information score
90.1561
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4221
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6914
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.67
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.67
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8454
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.466
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9325
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
906.4475
UserCPU time millis training