DEVELOPMENT... OpenML
Run
194899

Run 194899

Task 4359 (Supervised Classification) fri_c1_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
0.6402
Per class
F measure
0.6601
Per class
Kappa
0.318
KB relative information score
106.4705
Mean absolute error
0.4547
Mean prior absolute error
0.4982
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
0.6603
Per class
Predictive accuracy
0.66
Prior entropy
0.9975
Recall
0.66
Per class
Relative absolute error
0.9127
Root mean prior squared error
0.4991
Root mean squared error
0.4945
Root relative squared error
0.9908
SciMark benchmark
932.5646
UserCPU time millis
10
UserCPU time millis training
10