Run
296836

Run 296836

Task 86 (Learning Curve) colic 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
0.8619 ± 0.0753
Per class
F measure
0.8305 ± 0.0584
Per class
Kappa
0.6317 ± 0.1264
KB relative information score
0.4553 ± 0.0976
Mean absolute error
0.2691 ± 0.0414
Mean prior absolute error
0.4662 ± 0.0029
Number of instances
3680
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8329 ± 0.0545
Per class
Predictive accuracy
0.8337 ± 0.0539
Prior entropy
0.9503 ± 0.0087
Recall
0.8337 ± 0.0539
Per class
Relative absolute error
0.5774 ± 0.0887
Root mean prior squared error
0.4827 ± 0.0031
Root mean squared error
0.3637 ± 0.0504
Root relative squared error
0.7536 ± 0.1043
SciMark benchmark
1318.3496
UserCPU time millis
50
UserCPU time millis training
50