DEVELOPMENT... OpenML
Run
194645

Run 194645

Task 3898 (Supervised Classification) kc1-top5 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
0.7993
Per class
F measure
0.9411
Per class
Kappa
0.4002
KB relative information score
-67.3327
Mean absolute error
0.0904
Mean prior absolute error
0.1096
Number of instances
145
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9384
Per class
Predictive accuracy
0.9448
Prior entropy
0.3323
Recall
0.9448
Per class
Relative absolute error
0.8248
Root mean prior squared error
0.2284
Root mean squared error
0.2083
Root relative squared error
0.9119
SciMark benchmark
939.449
UserCPU time millis
60
UserCPU time millis training
60