Run
1812075

Run 1812075

Task 1702 (Learning Curve) kr-vs-kp 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
0.995 ± 0.004
Per class
F measure
0.9759 ± 0.0061
Per class
Kappa
0.9517 ± 0.0123
KB relative information score
2949.3417 ± 3.8749
Mean absolute error
0.0416 ± 0.006
Mean prior absolute error
0.499 ± 0.0001
Number of instances
3196
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9759 ± 0.0062
Per class
Predictive accuracy
0.9759 ± 0.0061
Prior entropy
0.9986
Recall
0.9759 ± 0.0061
Per class
Relative absolute error
0.0833 ± 0.0121
Root mean prior squared error
0.4995 ± 0.0001
Root mean squared error
0.1473 ± 0.0172
Root relative squared error
0.295 ± 0.0344
SciMark benchmark
1261.3224
UserCPU time millis
340
UserCPU time millis testing
10
UserCPU time millis training
330