DEVELOPMENT... OpenML
Run
194845

Run 194845

Task 3524 (Supervised Classification) fbis.wc 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
0.9662
Per class
F measure
0.8223
Per class
Kappa
0.8008
KB relative information score
1998.1305
Mean absolute error
0.0243
Mean prior absolute error
0.1047
Number of instances
2463
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8225
Per class
Predictive accuracy
0.823
Prior entropy
3.5848
Recall
0.823
Per class
Relative absolute error
0.2318
Root mean prior squared error
0.2288
Root mean squared error
0.1286
Root relative squared error
0.5622
SciMark benchmark
918.6005
UserCPU time millis
525940
UserCPU time millis testing
3380
UserCPU time millis training
522560