DEVELOPMENT... OpenML
Run
194135

Run 194135

Task 2065 (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
0.8217
Per class
F measure
0.4336
Per class
Kappa
0.3956
KB relative information score
126.4268
Mean absolute error
0.0595
Mean prior absolute error
0.0812
Number of instances
339
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4123
Per class
Predictive accuracy
0.472
Prior entropy
3.7542
Recall
0.472
Per class
Relative absolute error
0.7323
Root mean prior squared error
0.2011
Root mean squared error
0.1775
Root relative squared error
0.8825
SciMark benchmark
938.202
UserCPU time millis
670
UserCPU time millis training
670