Run
54372

Run 54372

Task 1735 (Learning Curve) segment Uploaded 09-11-2014 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
0.9942 ± 0.0036
Per class
Build CPU time
2.431
Build memory
2167735827.6
F measure
0.9556 ± 0.0168
Per class
Kappa
0.948 ± 0.0196
KB relative information score
0.9491 ± 0.0129
Mean absolute error
0.0177 ± 0.0033
Mean prior absolute error
0.2449
Number of instances
2310
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9561 ± 0.0165
Per class
Predictive accuracy
0.9554 ± 0.0168
Prior entropy
2.8074
Recall
0.9554 ± 0.0168
Per class
Relative absolute error
0.0722 ± 0.0133
Root mean prior squared error
0.3499
Root mean squared error
0.0991 ± 0.0149
Root relative squared error
0.2833 ± 0.0425
SciMark benchmark
1462.4645