Run
296832

Run 296832

Task 82 (Learning Curve) cmc Uploaded 17-03-2015 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(5)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.DecisionTable_BestFirst(5)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(5)_X1
weka.BestFirst(3)_D1
weka.BestFirst(3)_N5

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
0.7034 ± 0.0351
Per class
F measure
0.5383 ± 0.0387
Per class
Kappa
0.2821 ± 0.0597
KB relative information score
0.1886 ± 0.0274
Mean absolute error
0.3802 ± 0.0103
Mean prior absolute error
0.4308 ± 0.0004
Number of instances
14730
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5413 ± 0.041
Per class
Predictive accuracy
0.5401 ± 0.0383
Prior entropy
1.539 ± 0.0028
Recall
0.5401 ± 0.0383
Per class
Relative absolute error
0.8824 ± 0.024
Root mean prior squared error
0.4641 ± 0.0004
Root mean squared error
0.4359 ± 0.0098
Root relative squared error
0.9393 ± 0.0212
SciMark benchmark
1322.4917
UserCPU time millis
90
UserCPU time millis training
90