DEVELOPMENT... OpenML
Run
194390

Run 194390

Task 3641 (Supervised Classification) fri_c2_100_25 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
0.7927
Per class
F measure
0.7677
Per class
Kappa
0.524
KB relative information score
27.3083
Mean absolute error
0.3765
Mean prior absolute error
0.4904
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7694
Per class
Predictive accuracy
0.77
Prior entropy
0.9864
Recall
0.77
Per class
Relative absolute error
0.7677
Root mean prior squared error
0.4951
Root mean squared error
0.4276
Root relative squared error
0.8637
SciMark benchmark
938.343
UserCPU time millis
20
UserCPU time millis training
20