Run
300464

Run 300464

Task 86 (Learning Curve) colic 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
0.8335 ± 0.0779
Per class
F measure
0.8026 ± 0.0642
Per class
Kappa
0.5773 ± 0.1368
KB relative information score
0.4846 ± 0.1135
Mean absolute error
0.2433 ± 0.0495
Mean prior absolute error
0.4662 ± 0.0029
Number of instances
3680
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8031 ± 0.0637
Per class
Predictive accuracy
0.8022 ± 0.063
Prior entropy
0.9503 ± 0.0087
Recall
0.8022 ± 0.063
Per class
Relative absolute error
0.522 ± 0.1055
Root mean prior squared error
0.4827 ± 0.0031
Root mean squared error
0.3946 ± 0.0616
Root relative squared error
0.8174 ± 0.1268
SciMark benchmark
1345.848
UserCPU time millis
30
UserCPU time millis training
30