DEVELOPMENT... OpenML
Run
194361

Run 194361

Task 3612 (Supervised Classification) fri_c1_250_25 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
0.643
Per class
F measure
0.5808
Per class
Kappa
0.1403
KB relative information score
25.9449
Mean absolute error
0.4417
Mean prior absolute error
0.4897
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5795
Per class
Predictive accuracy
0.584
Prior entropy
0.9852
Recall
0.584
Per class
Relative absolute error
0.9019
Root mean prior squared error
0.4948
Root mean squared error
0.4878
Root relative squared error
0.986
SciMark benchmark
938.343
UserCPU time millis
50
UserCPU time millis training
50