DEVELOPMENT... OpenML
Run
194094

Run 194094

Task 145 (Supervised Classification) BNG(cmc,nominal,55296) 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
0.6887
Per class
F measure
0.5037
Per class
Kappa
0.2263
KB relative information score
9507.4362
Mean absolute error
0.3871
Mean prior absolute error
0.4309
Number of instances
55296
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5053
Per class
Predictive accuracy
0.5061
Prior entropy
1.5394
Recall
0.5061
Per class
Relative absolute error
0.8984
Root mean prior squared error
0.4642
Root mean squared error
0.4398
Root relative squared error
0.9475
SciMark benchmark
930.5999
UserCPU time millis
54160
UserCPU time millis testing
140
UserCPU time millis training
54020