Run
25235

Run 25235

Task 69 (Learning Curve) lymph Uploaded 17-08-2014 by Jan van Rijn
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Flow

weka.Logistic(2)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(2)_M-1
weka.Logistic(2)_R1.0E-8

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
0.8039 ± 0.0889
Per class
Build CPU time
0.0464
Build memory
376033941.6
F measure
0.7807 ± 0.1051
Per class
Kappa
0.5859 ± 0.1757
KB relative information score
0.5766 ± 0.1836
Mean absolute error
0.1087 ± 0.0467
Mean prior absolute error
0.2677 ± 0.0075
Number of instances
1480
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.7804 ± 0.1076
Per class
Predictive accuracy
0.7818 ± 0.0947
Prior entropy
1.2302 ± 0.1357
Recall
0.7818 ± 0.0947
Per class
Relative absolute error
0.4061 ± 0.1718
Root mean prior squared error
0.3639 ± 0.0103
Root mean squared error
0.3283 ± 0.0809
Root relative squared error
0.9022 ± 0.2182
SciMark benchmark
1095.0319[673.7121085341935966.1343536629564515.9739441351834929.25909529744932390.0801436284937]