DEVELOPMENT... OpenML
Run
194950

Run 194950

Task 4407 (Supervised Classification) fri_c1_1000_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
0.7183
Per class
F measure
0.66
Per class
Kappa
0.3125
KB relative information score
1743.5638
Mean absolute error
0.4197
Mean prior absolute error
0.4956
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6605
Per class
Predictive accuracy
0.6621
Prior entropy
0.9936
Recall
0.6621
Per class
Relative absolute error
0.8468
Root mean prior squared error
0.4978
Root mean squared error
0.4613
Root relative squared error
0.9266
SciMark benchmark
932.5646
UserCPU time millis
400
UserCPU time millis training
400