Run
1811919

Run 1811919

Task 125850 (Learning Curve) vowel 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
0.913 ± 0.0121
Per class
F measure
0.7126 ± 0.0332
Per class
Kappa
0.6822 ± 0.0302
KB relative information score
678.0931 ± 2.5341
Mean absolute error
0.0619 ± 0.0047
Mean prior absolute error
0.1653
Number of instances
990
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.7246 ± 0.0305
Per class
Predictive accuracy
0.7111 ± 0.0274
Prior entropy
3.4594
Recall
0.7111 ± 0.0274
Per class
Relative absolute error
0.3745 ± 0.0284
Root mean prior squared error
0.2875
Root mean squared error
0.2095 ± 0.0101
Root relative squared error
0.7289 ± 0.0352
SciMark benchmark
1328.8605
UserCPU time millis
310
UserCPU time millis testing
10
UserCPU time millis training
300