Run
280927

Run 280927

Task 1796 (Supervised Classification) pendigits 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
0.7128
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.0949
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.1117
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
12203.8984
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1661
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
54960
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.0621
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.2041
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.2041
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.9227
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2882
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.9607
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1449.4352
UserCPU time millis
40
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (5 times 2-fold Crossvalidation)