DEVELOPMENT... OpenML
Run
194358

Run 194358

Task 3610 (Supervised Classification) fri_c3_250_5 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
0.7341
Per class
F measure
0.6691
Per class
Kappa
0.3246
KB relative information score
47.8291
Mean absolute error
0.4075
Mean prior absolute error
0.4919
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6694
Per class
Predictive accuracy
0.672
Prior entropy
0.9883
Recall
0.672
Per class
Relative absolute error
0.8286
Root mean prior squared error
0.4959
Root mean squared error
0.4536
Root relative squared error
0.9148
SciMark benchmark
938.343
UserCPU time millis
40
UserCPU time millis training
40