DEVELOPMENT... OpenML
Run
194078

Run 194078

Task 1893 (Supervised Classification) breast-cancer 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
0.6623
Per class
F measure
0.7163
Per class
Kappa
0.2905
KB relative information score
346.2415
Mean absolute error
0.3617
Mean prior absolute error
0.4183
Number of instances
2860
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7421
Per class
Predictive accuracy
0.7528
Prior entropy
0.8796
Recall
0.7528
Per class
Relative absolute error
0.8646
Root mean prior squared error
0.457
Root mean squared error
0.4289
Root relative squared error
0.9385
SciMark benchmark
885.0921
UserCPU time millis
80
UserCPU time millis training
80