Run
281014

Run 281014

Task 4594 (Supervised Classification) sylva_agnostic Uploaded 08-03-2015 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
0.9089
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9087
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1620.2136
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0763
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
143950
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8807
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9385
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9385
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.66
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1954
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8129
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
833.3193
UserCPU time millis
730
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
720
Cross-validation details (10 times 10-fold Crossvalidation)