Run
1811904

Run 1811904

Task 1727 (Learning Curve) optdigits 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
0.9646 ± 0.0046
Per class
F measure
0.9065 ± 0.007
Per class
Kappa
0.8956 ± 0.0077
KB relative information score
5029.7515 ± 3.9505
Mean absolute error
0.0224 ± 0.0013
Mean prior absolute error
0.18 ± 0
Number of instances
5620
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9072 ± 0.007
Per class
Predictive accuracy
0.906 ± 0.0069
Prior entropy
3.3218
Recall
0.906 ± 0.0069
Per class
Relative absolute error
0.1245 ± 0.0075
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.132 ± 0.0048
Root relative squared error
0.4399 ± 0.0159
SciMark benchmark
1498.8317
UserCPU time millis
5930
UserCPU time millis testing
10
UserCPU time millis training
5920