Run
221217

Run 221217

Task 4446 (Supervised Classification) fri_c2_250_50 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
0.7235
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7738
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5423
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
867.8292
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3451
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4954
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7746
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7748
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9934
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7748
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6965
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4201
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8441
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
876.0664
UserCPU time millis
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10 times 10-fold Crossvalidation)