Run
221191

Run 221191

Task 3945 (Supervised Classification) KDDCup09_appetency 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
0.7208
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9734
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-130253.9365
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0344
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.035
Cross-validation details (10-fold Crossvalidation)
Number of instances
50000
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
0.9647
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9822
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.129
Cross-validation details (10-fold Crossvalidation)
Recall
0.9822
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9833
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1322
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1311
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9919
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
876.0664
UserCPU time millis
6500
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
60
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
6440
Cross-validation details (10-fold Crossvalidation)