DEVELOPMENT... OpenML
Run
194187

Run 194187

Task 2930 (Supervised Classification) primary-tumor 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
0.8205
Per class
F measure
0.4246
Per class
Kappa
0.3916
KB relative information score
1225.9797
Mean absolute error
0.0607
Mean prior absolute error
0.0812
Number of instances
3390
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3953
Per class
Predictive accuracy
0.4693
Prior entropy
3.7542
Recall
0.4693
Per class
Relative absolute error
0.7469
Root mean prior squared error
0.2011
Root mean squared error
0.1772
Root relative squared error
0.8811
SciMark benchmark
885.0921
UserCPU time millis
670
UserCPU time millis training
670