Run
302775

Run 302775

Task 71 (Learning Curve) mfeat-factors Uploaded 18-03-2015 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
0.9964 ± 0.0029
Per class
F measure
0.9801 ± 0.0088
Per class
Kappa
0.9779 ± 0.0098
KB relative information score
0.9798 ± 0.0087
Mean absolute error
0.0041 ± 0.0017
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
0.9801 ± 0.0084
Per class
Predictive accuracy
0.9801 ± 0.0088
Prior entropy
3.3219
Recall
0.9801 ± 0.0088
Per class
Relative absolute error
0.0228 ± 0.0094
Root mean prior squared error
0.3
Root mean squared error
0.0603 ± 0.0149
Root relative squared error
0.2011 ± 0.0498
SciMark benchmark
1344.4203
UserCPU time millis
64740
UserCPU time millis testing
40
UserCPU time millis training
64700