Run
25273

Run 25273

Task 73 (Learning Curve) mfeat-fourier Uploaded 17-08-2014 by Jan van Rijn
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Flow

weka.Logistic(2)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(2)_M-1
weka.Logistic(2)_R1.0E-8

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
0.8808 ± 0.0169
Per class
Build CPU time
7.3538
Build memory
4945711588.0073
F measure
0.7287 ± 0.0325
Per class
Kappa
0.6995 ± 0.0361
KB relative information score
0.7289 ± 0.0321
Mean absolute error
0.055 ± 0.006
Mean prior absolute error
0.18
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.7281 ± 0.0326
Per class
Predictive accuracy
0.7296 ± 0.0325
Prior entropy
3.3219
Recall
0.7296 ± 0.0325
Per class
Relative absolute error
0.3057 ± 0.0333
Root mean prior squared error
0.3
Root mean squared error
0.2242 ± 0.0136
Root relative squared error
0.7474 ± 0.0455
SciMark benchmark
1142.3493[661.4488973040218987.4224701806577528.8065970225913943.30341256540632590.765289166028]