DEVELOPMENT... OpenML
Run
194422

Run 194422

Task 3672 (Supervised Classification) kin8nm 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
0.8133
Per class
F measure
0.7326
Per class
Kappa
0.4651
KB relative information score
2572.9496
Mean absolute error
0.358
Mean prior absolute error
0.4998
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7326
Per class
Predictive accuracy
0.7327
Prior entropy
0.9998
Recall
0.7327
Per class
Relative absolute error
0.7161
Root mean prior squared error
0.4999
Root mean squared error
0.4205
Root relative squared error
0.8412
SciMark benchmark
938.343
UserCPU time millis
1330
UserCPU time millis testing
10
UserCPU time millis training
1320