DEVELOPMENT... OpenML
Run
195041

Run 195041

Task 4413 (Supervised Classification) house_8L 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
0.8865
Per class
F measure
0.8469
Per class
Kappa
0.6207
KB relative information score
105306.6267
Mean absolute error
0.2314
Mean prior absolute error
0.4168
Number of instances
227840
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8542
Per class
Predictive accuracy
0.8546
Prior entropy
0.8764
Recall
0.8546
Per class
Relative absolute error
0.5553
Root mean prior squared error
0.4565
Root mean squared error
0.3319
Root relative squared error
0.727
SciMark benchmark
932.5646
UserCPU time millis
5900
UserCPU time millis testing
20
UserCPU time millis training
5880