Run
57047

Run 57047

Task 1731 (Learning Curve) pendigits 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
0.9976 ± 0.0008
Per class
Build CPU time
8.4836
Build memory
312500332.4
F measure
0.9549 ± 0.0078
Per class
Kappa
0.9499 ± 0.0087
KB relative information score
0.95 ± 0.0043
Mean absolute error
0.0142 ± 0.0008
Mean prior absolute error
0.18 ± 0
Number of instances
10992
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9549 ± 0.0078
Per class
Predictive accuracy
0.9549 ± 0.0078
Prior entropy
3.3208 ± 0.0002
Recall
0.9549 ± 0.0078
Per class
Relative absolute error
0.0787 ± 0.0047
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.0833 ± 0.0051
Root relative squared error
0.2777 ± 0.0169
SciMark benchmark
1766.0568