Run
1812501

Run 1812501

Task 10077 (Learning Curve) OVA_Ovary 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
0.7923 ± 0.0525
Per class
F measure
0.8641 ± 0.0207
Per class
Kappa
0.4132 ± 0.0912
KB relative information score
270.6923 ± 21.2722
Mean absolute error
0.142 ± 0.0231
Mean prior absolute error
0.2238 ± 0.0019
Number of instances
1545
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.8696 ± 0.0202
Per class
Predictive accuracy
0.8595 ± 0.0245
Prior entropy
0.5537
Recall
0.8595 ± 0.0245
Per class
Relative absolute error
0.6344 ± 0.1026
Root mean prior squared error
0.3343 ± 0.0028
Root mean squared error
0.3636 ± 0.0305
Root relative squared error
1.0878 ± 0.0915
SciMark benchmark
1331.0032
UserCPU time millis
514870
UserCPU time millis testing
280
UserCPU time millis training
514590