DEVELOPMENT... OpenML
Run
194165

Run 194165

Task 2355 (Supervised Classification) meta_instanceincremental.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
0.9146
Per class
F measure
0.8583
Per class
Kappa
0.7085
KB relative information score
12.8032
Mean absolute error
0.1214
Mean prior absolute error
0.2324
Number of instances
24
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.888
Per class
Predictive accuracy
0.875
Prior entropy
1.3146
Recall
0.875
Per class
Relative absolute error
0.5226
Root mean prior squared error
0.3388
Root mean squared error
0.2321
Root relative squared error
0.6852
SciMark benchmark
895.5332
UserCPU time millis
70
UserCPU time millis training
70