DEVELOPMENT... OpenML
Run
193976

Run 193976

Task 246 (Supervised Classification) mfeat-karhunen 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
0.9976
Per class
F measure
0.9593
Per class
Kappa
0.9545
KB relative information score
631.5615
Mean absolute error
0.0115
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9601
Per class
Predictive accuracy
0.9591
Prior entropy
3.3219
Recall
0.9591
Per class
Relative absolute error
0.0636
Root mean prior squared error
0.3
Root mean squared error
0.0768
Root relative squared error
0.2559
SciMark benchmark
938.202
UserCPU time millis
5150
UserCPU time millis testing
30
UserCPU time millis training
5120