Run
53935

Run 53935

Task 1719 (Learning Curve) mfeat-pixel 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.Logistic(3)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(3)_R1.0E-8
weka.Logistic(3)_M-1

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
0.9929 ± 0.0055
Per class
Build CPU time
1046.8229
Build memory
6063675229.9636
F measure
0.9341 ± 0.0149
Per class
Kappa
0.9267 ± 0.0165
KB relative information score
0.9368 ± 0.016
Mean absolute error
0.013 ± 0.0031
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9346 ± 0.014
Per class
Predictive accuracy
0.934 ± 0.0149
Prior entropy
3.3219
Recall
0.934 ± 0.0149
Per class
Relative absolute error
0.0724 ± 0.0172
Root mean prior squared error
0.3
Root mean squared error
0.1056 ± 0.014
Root relative squared error
0.3519 ± 0.0468
SciMark benchmark
1638.2006