Run
300858

Run 300858

Task 87 (Learning Curve) optdigits Uploaded 17-03-2015 by Joaquin Vanschoren
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Flow

weka.Logistic(5)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(5)_R1.0E-8
weka.Logistic(5)_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.

22 Evaluation measures

Area under ROC curve
0.9724 ± 0.0054
Per class
F measure
0.9403 ± 0.0108
Per class
Kappa
0.9338 ± 0.0119
KB relative information score
0.9383 ± 0.011
Mean absolute error
0.0119 ± 0.0021
Mean prior absolute error
0.18 ± 0
Number of instances
56200
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9403 ± 0.0106
Per class
Predictive accuracy
0.9404 ± 0.0107
Prior entropy
3.3218 ± 0.0001
Recall
0.9404 ± 0.0107
Per class
Relative absolute error
0.0661 ± 0.0118
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.1083 ± 0.0098
Root relative squared error
0.3609 ± 0.0326
SciMark benchmark
1345.848
UserCPU time millis
79350
UserCPU time millis testing
70
UserCPU time millis training
79280