Run
1812379

Run 1812379

Task 125887 (Learning Curve) one-hundred-plants-texture 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
0.9536 ± 0.0176
Per class
F measure
0.7588
Per class
Kappa
0.7543 ± 0.0279
KB relative information score
1254.9769 ± 4.6446
Mean absolute error
0.0049 ± 0.0006
Mean prior absolute error
0.0198 ± 0
Number of instances
1599
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.7692
Per class
Predictive accuracy
0.7567 ± 0.0276
Prior entropy
6.6438
Recall
0.7567 ± 0.0276
Per class
Relative absolute error
0.2481 ± 0.0293
Root mean prior squared error
0.0995 ± 0
Root mean squared error
0.0661 ± 0.0043
Root relative squared error
0.6643 ± 0.0427
SciMark benchmark
1340.1921
UserCPU time millis
449280
UserCPU time millis testing
1250
UserCPU time millis training
448030