Run
1812989

Run 1812989

Task 125885 (Learning Curve) one-hundred-plants-margin Uploaded 17-08-2016 by Jan van Rijn
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Flow

weka.Logistic(6)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(6)_R1.0E-8
weka.Logistic(6)_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
0.9586 ± 0.0108
Per class
F measure
0.7447
Per class
Kappa
0.738 ± 0.0415
KB relative information score
1236.4293 ± 6.2423
Mean absolute error
0.0053 ± 0.0008
Mean prior absolute error
0.0198
Number of instances
1600
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.7567
Per class
Predictive accuracy
0.7406 ± 0.0411
Prior entropy
6.6439
Recall
0.7406 ± 0.0411
Per class
Relative absolute error
0.2697 ± 0.0401
Root mean prior squared error
0.0995 ± 0
Root mean squared error
0.0685 ± 0.0055
Root relative squared error
0.6889 ± 0.0551
SciMark benchmark
484.3265
UserCPU time millis
728980
UserCPU time millis testing
1150
UserCPU time millis training
727830