DEVELOPMENT... OpenML
Run
194611

Run 194611

Task 3859 (Supervised Classification) prnn_fglass 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
0.6617
Per class
F measure
0.5761
Per class
Kappa
0.0774
KB relative information score
12.4385
Mean absolute error
0.4282
Mean prior absolute error
0.4584
Number of instances
214
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6041
Per class
Predictive accuracy
0.6449
Prior entropy
0.9397
Recall
0.6449
Per class
Relative absolute error
0.9342
Root mean prior squared error
0.4786
Root mean squared error
0.4636
Root relative squared error
0.9687
SciMark benchmark
1304.9611
UserCPU time millis
30
UserCPU time millis training
30

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