DEVELOPMENT... OpenML
Run
194378

Run 194378

Task 3630 (Supervised Classification) analcatdata_apnea3 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
0.9026
Per class
F measure
0.9127
Per class
Kappa
0.5802
KB relative information score
145.2408
Mean absolute error
0.129
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9109
Per class
Predictive accuracy
0.9156
Prior entropy
0.5405
Recall
0.9156
Per class
Relative absolute error
0.5975
Root mean prior squared error
0.3275
Root mean squared error
0.2434
Root relative squared error
0.7431
SciMark benchmark
938.343
UserCPU time millis
70
UserCPU time millis training
70