DEVELOPMENT... OpenML
Run
194917

Run 194917

Task 4378 (Supervised Classification) fri_c0_100_10 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
0.8986
Per class
F measure
0.8108
Per class
Kappa
0.6175
KB relative information score
460.0593
Mean absolute error
0.2841
Mean prior absolute error
0.4951
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8108
Per class
Predictive accuracy
0.811
Prior entropy
0.9931
Recall
0.811
Per class
Relative absolute error
0.5738
Root mean prior squared error
0.4975
Root mean squared error
0.3615
Root relative squared error
0.7266
SciMark benchmark
918.6005
UserCPU time millis
10
UserCPU time millis training
10