Run
296591

Run 296591

Task 74 (Learning Curve) breast-w Uploaded 17-03-2015 by Joaquin Vanschoren
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Flow

weka.JRip(4)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(4)_F3
weka.JRip(4)_N2.0
weka.JRip(4)_O2
weka.JRip(4)_S1

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
0.9627 ± 0.0261
Per class
F measure
0.9556 ± 0.0257
Per class
Kappa
0.9022 ± 0.056
KB relative information score
0.8709 ± 0.0548
Mean absolute error
0.0607 ± 0.0232
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
6990
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9562 ± 0.0242
Per class
Predictive accuracy
0.9554 ± 0.026
Prior entropy
0.9293 ± 0.0041
Recall
0.9554 ± 0.026
Per class
Relative absolute error
0.1344 ± 0.0513
Root mean prior squared error
0.4753 ± 0.0014
Root mean squared error
0.2029 ± 0.0627
Root relative squared error
0.4269 ± 0.1317
SciMark benchmark
1340.1614
UserCPU time millis
20
UserCPU time millis training
20