Run
57098

Run 57098

Task 1705 (Learning Curve) letter Uploaded 12-11-2014 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
0.9806 ± 0.0015
Per class
Build CPU time
63.3274
Build memory
424993541.5111
F measure
0.7735 ± 0.0084
Per class
Kappa
0.7655 ± 0.009
KB relative information score
0.7806 ± 0.0074
Mean absolute error
0.0271 ± 0.0007
Mean prior absolute error
0.074 ± 0
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.7736 ± 0.0084
Per class
Predictive accuracy
0.7746 ± 0.0087
Prior entropy
4.6998 ± 0.0001
Recall
0.7746 ± 0.0087
Per class
Relative absolute error
0.3665 ± 0.0094
Root mean prior squared error
0.1923 ± 0
Root mean squared error
0.1127 ± 0.0019
Root relative squared error
0.5858 ± 0.0097
SciMark benchmark
1652.2882