Run
221252

Run 221252

Task 4209 (Supervised Classification) webdata_wXa 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
0.7451
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6564
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
43516.2059
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.297
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3648
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
369740
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
0.5776
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.76
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.7951
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.76
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8141
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4271
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3854
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9023
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
912.5006
UserCPU time millis
2950
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
2920
Cross-validation details (10 times 10-fold Crossvalidation)