Run
194011

Run 194011

Task 284 (Supervised Classification) hepatitis Uploaded 26-02-2015 by Joaquin Vanschoren
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Flow

weka.SimpleLogistic(3)Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. Marc Sumner, Eibe Frank, Mark Hall: Speeding up Logistic Model Tree Induction. In: 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, 675-683, 2005.
weka.SimpleLogistic(3)_I0
weka.SimpleLogistic(3)_M500
weka.SimpleLogistic(3)_H50
weka.SimpleLogistic(3)_W0.0

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
0.753
Per class
Cross-validation details (33% Holdout set)
F measure
0.8039
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4838
Cross-validation details (33% Holdout set)
KB relative information score
17.3029
Cross-validation details (33% Holdout set)
Mean absolute error
0.2254
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3579
Cross-validation details (33% Holdout set)
Number of instances
51
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8039
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8039
Cross-validation details (33% Holdout set)
Prior entropy
0.7418
Cross-validation details (33% Holdout set)
Recall
0.8039
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6298
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4381
Cross-validation details (33% Holdout set)
Root mean squared error
0.4199
Cross-validation details (33% Holdout set)
Root relative squared error
0.9586
Cross-validation details (33% Holdout set)
SciMark benchmark
1318.1432
UserCPU time millis
30
Cross-validation details (33% Holdout set)
UserCPU time millis training
30
Cross-validation details (33% Holdout set)