Run
25286

Run 25286

Task 86 (Learning Curve) colic Uploaded 18-08-2014 by Jan van Rijn
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Flow

weka.Logistic(2)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(2)_M-1
weka.Logistic(2)_R1.0E-8

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.

21 Evaluation measures

Area under ROC curve
0.8335 ± 0.0779
Per class
Build CPU time
0.0215
Build memory
340311257.84
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_55, amd64, Linux, 3.8.0-44-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
1080.9202[641.2649344313467952.0529027609593513.998004242515927.9433471689252369.3419415022536]