Run
1812107

Run 1812107

Task 10067 (Learning Curve) MagicTelescope Uploaded 16-08-2016 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
0.839 ± 0.0127
Per class
F measure
0.7838 ± 0.0095
Per class
Kappa
0.5169 ± 0.0216
KB relative information score
7124.4586 ± 29.0532
Mean absolute error
0.2947 ± 0.0062
Mean prior absolute error
0.456 ± 0.0001
Number of instances
19020
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.7876 ± 0.0098
Per class
Predictive accuracy
0.7909 ± 0.0089
Prior entropy
0.9355
Recall
0.7909 ± 0.0089
Per class
Relative absolute error
0.6463 ± 0.0136
Root mean prior squared error
0.4775 ± 0.0001
Root mean squared error
0.3839 ± 0.0074
Root relative squared error
0.8041 ± 0.0155
SciMark benchmark
1321.5523
UserCPU time millis
720
UserCPU time millis testing
30
UserCPU time millis training
690