DEVELOPMENT... OpenML
Run
194129

Run 194129

Task 1896 (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
0.9965
Per class
F measure
0.9548
Per class
Kappa
0.9497
KB relative information score
18909.3027
Mean absolute error
0.0154
Mean prior absolute error
0.18
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9549
Per class
Predictive accuracy
0.9548
Prior entropy
3.3219
Recall
0.9548
Per class
Relative absolute error
0.0855
Root mean prior squared error
0.3
Root mean squared error
0.0827
Root relative squared error
0.2758
SciMark benchmark
942.9708
UserCPU time millis
5110
UserCPU time millis testing
20
UserCPU time millis training
5090

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