Run
237121

Run 237121

Task 4628 (Supervised Classification) datatrieve Uploaded 02-03-2015 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
0.4793
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8857
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.1295
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-232.5856
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1448
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1601
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1300
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
0.8774
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9108
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.4395
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9108
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.9041
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2784
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2895
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0398
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
932.0242
UserCPU time millis
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)