Run
296821

Run 296821

Task 69 (Learning Curve) lymph 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
0.8163 ± 0.1148
Per class
F measure
0.742 ± 0.1194
Per class
Kappa
0.509 ± 0.2108
KB relative information score
0.259 ± 0.1388
Mean absolute error
0.2166 ± 0.0337
Mean prior absolute error
0.2677 ± 0.0075
Number of instances
1480
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7597 ± 0.1161
Per class
Predictive accuracy
0.7372 ± 0.116
Prior entropy
1.2302 ± 0.1357
Recall
0.7372 ± 0.116
Per class
Relative absolute error
0.809 ± 0.1213
Root mean prior squared error
0.3639 ± 0.0103
Root mean squared error
0.3101 ± 0.045
Root relative squared error
0.8519 ± 0.1176
SciMark benchmark
1354.3161
UserCPU time millis
10
UserCPU time millis training
10