Run
300448

Run 300448

Task 69 (Learning Curve) lymph 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
0.8039 ± 0.0889
Per class
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_75, amd64, Linux, 3.16.0-29-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
1344.4203
UserCPU time millis
70
UserCPU time millis training
70