Run
1812160

Run 1812160

Task 125898 (Learning Curve) cardiotocography 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
0.9998 ± 0.0007
Per class
F measure
0.9991 ± 0.002
Per class
Kappa
0.9989 ± 0.0024
KB relative information score
2121.2721 ± 0.9477
Mean absolute error
0.0002 ± 0.0004
Mean prior absolute error
0.1679 ± 0.0001
Number of instances
2126
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9991 ± 0.0019
Per class
Predictive accuracy
0.9991 ± 0.002
Prior entropy
2.9174
Recall
0.9991 ± 0.002
Per class
Relative absolute error
0.0011 ± 0.0024
Root mean prior squared error
0.2897 ± 0.0002
Root mean squared error
0.0132 ± 0.0124
Root relative squared error
0.0455 ± 0.0427
SciMark benchmark
1429.6627
UserCPU time millis
490
UserCPU time millis testing
20
UserCPU time millis training
470