Run
304515

Run 304515

Task 91 (Learning Curve) pendigits Uploaded 18-03-2015 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
0.9976 ± 0.0007
Per class
F measure
0.955 ± 0.0058
Per class
Kappa
0.95 ± 0.0064
KB relative information score
0.9497 ± 0.0042
Mean absolute error
0.0142 ± 0.0009
Mean prior absolute error
0.18 ± 0
Number of instances
109920
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.955 ± 0.0057
Per class
Predictive accuracy
0.955 ± 0.0058
Prior entropy
3.3208 ± 0.0002
Recall
0.955 ± 0.0058
Per class
Relative absolute error
0.0789 ± 0.0048
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.0836 ± 0.0045
Root relative squared error
0.2787 ± 0.015
SciMark benchmark
1343.0748
UserCPU time millis
14810
UserCPU time millis testing
110
UserCPU time millis training
14700