DEVELOPMENT... OpenML
Run
51579

Run 51579

Task 87 (Learning Curve) optdigits Uploaded 06-11-2014 by Jason
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  • curves 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
0.9725 ± 0.0051
Per class
Build CPU time
3.2558
Build memory
2530045249.7543
F measure
0.9407 ± 0.011
Per class
Kappa
0.9341 ± 0.0121
KB relative information score
0.9385 ± 0.0112
Mean absolute error
0.0118 ± 0.0021
Mean prior absolute error
0.18 ± 0
Number of instances
56200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9407 ± 0.0109
Per class
Predictive accuracy
0.9407 ± 0.0109
Prior entropy
3.3218 ± 0.0001
Recall
0.9407 ± 0.0109
Per class
Relative absolute error
0.0658 ± 0.0119
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.1081 ± 0.01
Root relative squared error
0.3602 ± 0.0333
SciMark benchmark
1645.1824