Run
54218

Run 54218

Task 1701 (Learning Curve) anneal Uploaded 08-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.J48(13)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(13)_C0.25
weka.J48(13)_M2

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.

21 Evaluation measures

Area under ROC curve
0.9766 ± 0.0119
Per class
Build CPU time
0.0054
Build memory
651696803.0222
F measure
0.9293 ± 0.0308
Per class
Kappa
0.8218 ± 0.0647
KB relative information score
0.7763 ± 0.0452
Mean absolute error
0.0383 ± 0.007
Mean prior absolute error
0.1343 ± 0.0013
Number of instances
898
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9301 ± 0.0306
Per class
Predictive accuracy
0.931 ± 0.025
Prior entropy
1.1915 ± 0.026
Recall
0.931 ± 0.025
Per class
Relative absolute error
0.285 ± 0.053
Root mean prior squared error
0.2582 ± 0.0024
Root mean squared error
0.1339 ± 0.0158
Root relative squared error
0.5186 ± 0.0615
SciMark benchmark
1615.5755