DEVELOPMENT... OpenML
Run
194310

Run 194310

Task 3561 (Supervised Classification) profb 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
0.7566
Per class
F measure
0.7315
Per class
Kappa
0.3814
KB relative information score
141.5846
Mean absolute error
0.3503
Mean prior absolute error
0.4446
Number of instances
672
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7324
Per class
Predictive accuracy
0.7426
Prior entropy
0.9188
Recall
0.7426
Per class
Relative absolute error
0.788
Root mean prior squared error
0.4714
Root mean squared error
0.4272
Root relative squared error
0.9062
SciMark benchmark
938.343
UserCPU time millis
560
UserCPU time millis training
560