DEVELOPMENT... OpenML
Run
194434

Run 194434

Task 3532 (Supervised Classification) tr12.wc 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
0.9754
Per class
F measure
0.869
Per class
Kappa
0.8381
KB relative information score
265.1054
Mean absolute error
0.036
Mean prior absolute error
0.2079
Number of instances
313
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8742
Per class
Predictive accuracy
0.8658
Prior entropy
2.7783
Recall
0.8658
Per class
Relative absolute error
0.1732
Root mean prior squared error
0.3222
Root mean squared error
0.1588
Root relative squared error
0.4929
SciMark benchmark
887.6719
UserCPU time millis
76520
UserCPU time millis testing
600
UserCPU time millis training
75920