Run
56967

Run 56967

Task 2094 (Learning Curve) adult Uploaded 12-11-2014 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
Issue #Downvotes for this reason By


Flow

weka.JRip(2)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_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.

21 Evaluation measures

Area under ROC curve
0.7437 ± 0.0105
Per class
Build CPU time
1.3689
Build memory
1058392246.92
F measure
0.8241 ± 0.0049
Per class
Kappa
0.5013 ± 0.0155
KB relative information score
0.2868 ± 0.0128
Mean absolute error
0.2646 ± 0.0047
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8221 ± 0.0052
Per class
Predictive accuracy
0.8309 ± 0.0045
Prior entropy
0.7938 ± 0.0002
Recall
0.8309 ± 0.0045
Per class
Relative absolute error
0.7267 ± 0.0129
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3652 ± 0.0035
Root relative squared error
0.8559 ± 0.0084
SciMark benchmark
1732.6592