DEVELOPMENT... OpenML
Run
195072

Run 195072

Task 4392 (Supervised Classification) cal_housing 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
0.9176
Per class
F measure
0.8443
Per class
Kappa
0.6766
KB relative information score
112814.7419
Mean absolute error
0.2304
Mean prior absolute error
0.4824
Number of instances
206400
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8442
Per class
Predictive accuracy
0.8447
Prior entropy
0.9745
Recall
0.8447
Per class
Relative absolute error
0.4776
Root mean prior squared error
0.4911
Root mean squared error
0.3335
Root relative squared error
0.679
SciMark benchmark
1321.527
UserCPU time millis
9830
UserCPU time millis testing
20
UserCPU time millis training
9810