DEVELOPMENT... OpenML
Run
194418

Run 194418

Task 3670 (Supervised Classification) fri_c4_500_50 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
0.7057
Per class
F measure
0.6535
Per class
Kappa
0.3044
KB relative information score
66.214
Mean absolute error
0.4434
Mean prior absolute error
0.4984
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6535
Per class
Predictive accuracy
0.654
Prior entropy
0.9978
Recall
0.654
Per class
Relative absolute error
0.8895
Root mean prior squared error
0.4992
Root mean squared error
0.468
Root relative squared error
0.9374
SciMark benchmark
938.343
UserCPU time millis
140
UserCPU time millis training
140

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