DEVELOPMENT... OpenML
Run
194276

Run 194276

Task 2952 (Supervised Classification) BNG(breast-w) Uploaded 26-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9977
Per class
F measure
0.9791
Per class
Kappa
0.9537
KB relative information score
367351.3558
Mean absolute error
0.0319
Mean prior absolute error
0.4514
Number of instances
393660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9791
Per class
Predictive accuracy
0.9791
Prior entropy
0.9287
Recall
0.9791
Per class
Relative absolute error
0.0707
Root mean prior squared error
0.4751
Root mean squared error
0.1262
Root relative squared error
0.2657
SciMark benchmark
885.0921
UserCPU time millis
11490
UserCPU time millis testing
40
UserCPU time millis training
11450