DEVELOPMENT... OpenML
Run
195029

Run 195029

Task 4488 (Supervised Classification) fri_c2_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
0.7678
Per class
F measure
0.7821
Per class
Kappa
0.5474
KB relative information score
1051.0541
Mean absolute error
0.4006
Mean prior absolute error
0.4839
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7824
Per class
Predictive accuracy
0.7838
Prior entropy
0.9767
Recall
0.7838
Per class
Relative absolute error
0.8279
Root mean prior squared error
0.4918
Root mean squared error
0.4393
Root relative squared error
0.8932
SciMark benchmark
915.6729
UserCPU time millis
170
UserCPU time millis training
170