DEVELOPMENT... OpenML
Run
195155

Run 195155

Task 4450 (Supervised Classification) mv 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
1
Per class
F measure
0.9993
Per class
Kappa
0.9985
KB relative information score
398396.5949
Mean absolute error
0.0128
Mean prior absolute error
0.4813
Number of instances
407680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9993
Per class
Predictive accuracy
0.9993
Prior entropy
0.9729
Recall
0.9993
Per class
Relative absolute error
0.0267
Root mean prior squared error
0.4906
Root mean squared error
0.0603
Root relative squared error
0.1229
SciMark benchmark
889.3151
UserCPU time millis
21750
UserCPU time millis testing
60
UserCPU time millis training
21690