DEVELOPMENT... OpenML
Run
195205

Run 195205

Task 3530 (Supervised Classification) re1.wc 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
0.976
Per class
F measure
0.8528
Per class
Kappa
0.8387
KB relative information score
1381.3264
Mean absolute error
0.0133
Mean prior absolute error
0.071
Number of instances
1657
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8528
Per class
Predictive accuracy
0.8582
Prior entropy
3.8125
Recall
0.8582
Per class
Relative absolute error
0.1871
Root mean prior squared error
0.1883
Root mean squared error
0.0966
Root relative squared error
0.5129
SciMark benchmark
938.9967
UserCPU time millis
1163110
UserCPU time millis testing
7620
UserCPU time millis training
1155490