Run
300469

Run 300469

Task 75 (Learning Curve) mfeat-karhunen 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
0.9687 ± 0.0083
Per class
F measure
0.8988 ± 0.0207
Per class
Kappa
0.8876 ± 0.023
KB relative information score
0.8962 ± 0.0208
Mean absolute error
0.0204 ± 0.004
Mean prior absolute error
0.18
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8991 ± 0.02
Per class
Predictive accuracy
0.8989 ± 0.0207
Prior entropy
3.3219
Recall
0.8989 ± 0.0207
Per class
Relative absolute error
0.1131 ± 0.0222
Root mean prior squared error
0.3
Root mean squared error
0.139 ± 0.0142
Root relative squared error
0.4632 ± 0.0472
SciMark benchmark
1333.3176
UserCPU time millis
5510
UserCPU time millis testing
20
UserCPU time millis training
5490