DEVELOPMENT... OpenML
Run
194152

Run 194152

Task 2121 (Supervised Classification) abalone 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
0.7671
Per class
F measure
0.2403
Per class
Kappa
0.1632
KB relative information score
320.3802
Mean absolute error
0.0566
Mean prior absolute error
0.0618
Number of instances
1378
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2226
Per class
Predictive accuracy
0.2714
Prior entropy
3.6268
Recall
0.2714
Per class
Relative absolute error
0.9164
Root mean prior squared error
0.1757
Root mean squared error
0.1681
Root relative squared error
0.9569
SciMark benchmark
887.6719
UserCPU time millis
14120
UserCPU time millis testing
40
UserCPU time millis training
14080