Run
300497

Run 300497

Task 85 (Learning Curve) nursery 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
0.9882 ± 0.0018
Per class
F measure
0.9251 ± 0.007
Per class
Kappa
0.8902 ± 0.0102
KB relative information score
0.8752 ± 0.0074
Mean absolute error
0.0425 ± 0.0021
Mean prior absolute error
0.273 ± 0.0001
Number of instances
129600
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9251 ± 0.007
Per class
Predictive accuracy
0.9251 ± 0.0069
Prior entropy
1.7165 ± 0.0037
Recall
0.9251 ± 0.0069
Per class
Relative absolute error
0.1557 ± 0.0077
Root mean prior squared error
0.3695 ± 0.0001
Root mean squared error
0.1457 ± 0.0056
Root relative squared error
0.3943 ± 0.0152
SciMark benchmark
1326.9152
UserCPU time millis
6430
UserCPU time millis testing
40
UserCPU time millis training
6390