Run
496705

Run 496705

Task 10047 (Learning Curve) Bioresponse Uploaded 03-12-2015 by Joaquin Vanschoren
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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
0.7617 ± 0.0211
Per class
F measure
0.7576 ± 0.0207
Per class
Kappa
0.5111 ± 0.042
KB relative information score
1298.6585 ± 8.4117
Mean absolute error
0.3433 ± 0.0107
Mean prior absolute error
0.4964 ± 0.0001
Number of instances
3751
Per class
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.7578 ± 0.0206
Per class
Predictive accuracy
0.7582 ± 0.0202
Prior entropy
0.9948
Recall
0.7582 ± 0.0202
Per class
Relative absolute error
0.6916 ± 0.0215
Root mean prior squared error
0.4982 ± 0.0001
Root mean squared error
0.4289 ± 0.0153
Root relative squared error
0.8608 ± 0.0307
SciMark benchmark
983.6985
UserCPU time millis
109320
UserCPU time millis testing
10
UserCPU time millis training
109310