Run
296854

Run 296854

Task 98 (Learning Curve) sonar 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
0.766 ± 0.0906
Per class
F measure
0.6997 ± 0.0987
Per class
Kappa
0.3959 ± 0.196
KB relative information score
0.291 ± 0.1044
Mean absolute error
0.3653 ± 0.046
Mean prior absolute error
0.4978 ± 0.0015
Number of instances
2080
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7 ± 0.1024
Per class
Predictive accuracy
0.7005 ± 0.0969
Prior entropy
0.9967 ± 0.0043
Recall
0.7005 ± 0.0969
Per class
Relative absolute error
0.7339 ± 0.0926
Root mean prior squared error
0.4989 ± 0.0015
Root mean squared error
0.4431 ± 0.0517
Root relative squared error
0.8882 ± 0.1039
SciMark benchmark
1383.5029
UserCPU time millis
80
UserCPU time millis testing
10
UserCPU time millis training
70