DEVELOPMENT... OpenML
Run
26158

Run 26158

Task 59 (Supervised Classification) iris Uploaded 07-10-2014 by Felicia West
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Flow

weka.LMT(2)Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. Machine Learning. 95(1-2):161-205. 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.LMT(2)_I-1
weka.LMT(2)_M5
weka.LMT(2)_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.

21 Evaluation measures

Area under ROC curve
0.997
Per class
Build CPU time
0.0368
Build memory
138874848.8
F measure
0.9666
Per class
Kappa
0.95
KB relative information score
140.5983
Mean absolute error
0.0344
Mean prior absolute error
0.4444
Number of instances
150
Per class
OS information
[Oracle Corporation, 1.7.0_67, x86_64, Mac OS X, 10.9.5]
Precision
0.9678
Per class
Predictive accuracy
0.9667
Prior entropy
1.585
Recall
0.9667
Per class
Relative absolute error
0.0775
Root mean prior squared error
0.4714
Root mean squared error
0.128
Root relative squared error
0.2714
SciMark benchmark
1691.1193[1021.51722370945521236.813252197729662.80359311080621360.7266485329124173.735665565586]