Run
300504

Run 300504

Task 1712 (Learning Curve) breast-cancer Uploaded 17-03-2015 by Joaquin Vanschoren
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Flow

weka.Logistic(5)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(5)_R1.0E-8
weka.Logistic(5)_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
0.6468 ± 0.0927
Per class
F measure
0.6778 ± 0.0591
Per class
Kappa
0.2095 ± 0.1554
KB relative information score
0.0848 ± 0.1105
Mean absolute error
0.3696 ± 0.0373
Mean prior absolute error
0.4183 ± 0.0068
Number of instances
286
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6718 ± 0.0659
Per class
Predictive accuracy
0.6888 ± 0.0452
Prior entropy
0.8779 ± 0.0209
Recall
0.6888 ± 0.0452
Per class
Relative absolute error
0.8834 ± 0.0908
Root mean prior squared error
0.457 ± 0.0075
Root mean squared error
0.4616 ± 0.032
Root relative squared error
1.01 ± 0.0706
SciMark benchmark
1333.3176
UserCPU time millis
20
UserCPU time millis training
20