Run
296822

Run 296822

Task 70 (Learning Curve) balance-scale 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
0.8381 ± 0.0535
Per class
F measure
0.7154 ± 0.0481
Per class
Kappa
0.5258 ± 0.0916
KB relative information score
0.3526 ± 0.0597
Mean absolute error
0.2605 ± 0.0204
Mean prior absolute error
0.3798 ± 0.0012
Number of instances
6250
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6914 ± 0.0491
Per class
Predictive accuracy
0.743 ± 0.0496
Prior entropy
1.3181 ± 0.0119
Recall
0.743 ± 0.0496
Per class
Relative absolute error
0.6858 ± 0.0533
Root mean prior squared error
0.4356 ± 0.0014
Root mean squared error
0.3535 ± 0.0266
Root relative squared error
0.8116 ± 0.0605
SciMark benchmark
1354.3161
UserCPU time millis
10
UserCPU time millis training
10