DEVELOPMENT... OpenML
Run
194617

Run 194617

Task 3868 (Supervised Classification) glass 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
0.6386
Per class
F measure
0.5858
Per class
Kappa
0.0877
KB relative information score
11.6294
Mean absolute error
0.4275
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
0.6002
Per class
Predictive accuracy
0.6402
Prior entropy
0.9397
Recall
0.6402
Per class
Relative absolute error
0.9326
Root mean prior squared error
0.4786
Root mean squared error
0.4684
Root relative squared error
0.9787
SciMark benchmark
1318.1432
UserCPU time millis
30
UserCPU time millis training
30