Run
1811924

Run 1811924

Task 10072 (Learning Curve) OVA_Colon Uploaded 16-08-2016 by Jan van Rijn
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Flow

weka.JRip(5)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(5)_F3
weka.JRip(5)_N2.0
weka.JRip(5)_O2
weka.JRip(5)_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
0.9241 ± 0.0345
Per class
F measure
0.9487 ± 0.0239
Per class
Kappa
0.8316 ± 0.0771
KB relative information score
1219.1948 ± 14.1258
Mean absolute error
0.0547 ± 0.0217
Mean prior absolute error
0.3019 ± 0.002
Number of instances
1545
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9494 ± 0.0226
Per class
Predictive accuracy
0.9482 ± 0.0247
Prior entropy
0.692
Recall
0.9482 ± 0.0247
Per class
Relative absolute error
0.1812 ± 0.0723
Root mean prior squared error
0.3884 ± 0.0025
Root mean squared error
0.2129 ± 0.049
Root relative squared error
0.5481 ± 0.1264
SciMark benchmark
1543.1552
UserCPU time millis
47240
UserCPU time millis testing
30
UserCPU time millis training
47210