Run
503592

Run 503592

Task 10042 (Learning Curve) ada_prior Uploaded 29-12-2015 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(6)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.DecisionTable_BestFirst(6)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(6)_X1

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
0.8661 ± 0.0206
Per class
F measure
0.8242 ± 0.0205
Per class
Kappa
0.5088 ± 0.0581
KB relative information score
1556.1886 ± 19.3931
Mean absolute error
0.2381 ± 0.012
Mean prior absolute error
0.3732 ± 0.0004
Number of instances
4562
Per class
OS information
[Oracle Corporation, 1.8.0_65, amd64, Linux, 2.6.32-573.8.1.el6.x86_64]
Precision
0.8255 ± 0.0217
Per class
Predictive accuracy
0.8343 ± 0.0188
Prior entropy
0.8085
Recall
0.8343 ± 0.0188
Per class
Relative absolute error
0.638 ± 0.032
Root mean prior squared error
0.4319 ± 0.0005
Root mean squared error
0.3416 ± 0.0139
Root relative squared error
0.7908 ± 0.0322
SciMark benchmark
571.0353
UserCPU time millis
640
UserCPU time millis testing
10
UserCPU time millis training
630