DEVELOPMENT... OpenML
Run
194147

Run 194147

Task 2119 (Supervised Classification) yeast Uploaded 26-02-2015 by Felicia West
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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
0.821
Per class
F measure
0.5567
Per class
Kappa
0.4304
KB relative information score
209.0061
Mean absolute error
0.1104
Mean prior absolute error
0.1553
Number of instances
489
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.568
Per class
Predictive accuracy
0.5644
Prior entropy
2.5035
Recall
0.5644
Per class
Relative absolute error
0.7109
Root mean prior squared error
0.2784
Root mean squared error
0.2369
Root relative squared error
0.8508
SciMark benchmark
944.0517
UserCPU time millis
1270
UserCPU time millis testing
10
UserCPU time millis training
1260