Run
194010

Run 194010

Task 287 (Supervised Classification) ionosphere Uploaded 26-02-2015 by Jan van Rijn
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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
0.8138
Per class
Cross-validation details (33% Holdout set)
F measure
0.89
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7484
Cross-validation details (33% Holdout set)
KB relative information score
48.6373
Cross-validation details (33% Holdout set)
Mean absolute error
0.2841
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4549
Cross-validation details (33% Holdout set)
Number of instances
115
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9099
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8957
Cross-validation details (33% Holdout set)
Prior entropy
0.9425
Cross-validation details (33% Holdout set)
Recall
0.8957
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6247
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4739
Cross-validation details (33% Holdout set)
Root mean squared error
0.3449
Cross-validation details (33% Holdout set)
Root relative squared error
0.7279
Cross-validation details (33% Holdout set)
SciMark benchmark
1363.434
UserCPU time millis
90
Cross-validation details (33% Holdout set)
UserCPU time millis training
90
Cross-validation details (33% Holdout set)