DEVELOPMENT... OpenML
Run
194980

Run 194980

Task 4393 (Supervised Classification) houses 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
0.9947
Per class
F measure
0.9639
Per class
Kappa
0.9264
KB relative information score
186385.9649
Mean absolute error
0.0513
Mean prior absolute error
0.4907
Number of instances
206400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9639
Per class
Predictive accuracy
0.9639
Prior entropy
0.9866
Recall
0.9639
Per class
Relative absolute error
0.1044
Root mean prior squared error
0.4953
Root mean squared error
0.1621
Root relative squared error
0.3272
SciMark benchmark
889.3151
UserCPU time millis
3410
UserCPU time millis testing
20
UserCPU time millis training
3390