DEVELOPMENT... OpenML
Run
194156

Run 194156

Task 2273 (Supervised Classification) meta_batchincremental.arff 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
0.6726
Per class
F measure
0.5457
Per class
Kappa
0.0361
KB relative information score
5.5868
Mean absolute error
0.2279
Mean prior absolute error
0.2519
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5148
Per class
Predictive accuracy
0.5811
Prior entropy
1.3842
Recall
0.5811
Per class
Relative absolute error
0.9048
Root mean prior squared error
0.3504
Root mean squared error
0.3648
Root relative squared error
1.0409
SciMark benchmark
938.9967
UserCPU time millis
50
UserCPU time millis testing
10
UserCPU time millis training
40