Run
1812135

Run 1812135

Task 125866 (Learning Curve) analcatdata_authorship Uploaded 16-08-2016 by Jan van Rijn
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Flow

weka.Logistic(6)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(6)_R1.0E-8
weka.Logistic(6)_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
0.999 ± 0.0031
Per class
F measure
0.9905 ± 0.011
Per class
Kappa
0.9862 ± 0.016
KB relative information score
829.3484 ± 1.841
Mean absolute error
0.0046 ± 0.0051
Mean prior absolute error
0.3439 ± 0.0011
Number of instances
841
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9905 ± 0.0103
Per class
Predictive accuracy
0.9905 ± 0.0109
Prior entropy
1.7898
Recall
0.9905 ± 0.0109
Per class
Relative absolute error
0.0133 ± 0.0148
Root mean prior squared error
0.4146 ± 0.0013
Root mean squared error
0.0618 ± 0.0449
Root relative squared error
0.1491 ± 0.1084
SciMark benchmark
1488.245
UserCPU time millis
170
UserCPU time millis testing
10
UserCPU time millis training
160