DEVELOPMENT... OpenML
Run
194824

Run 194824

Task 4285 (Supervised Classification) fruitfly 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
0.4985
Per class
F measure
0.503
Per class
Kappa
-0.0137
KB relative information score
-30.4569
Mean absolute error
0.483
Mean prior absolute error
0.477
Number of instances
1250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5121
Per class
Predictive accuracy
0.576
Prior entropy
0.9671
Recall
0.576
Per class
Relative absolute error
1.0125
Root mean prior squared error
0.4882
Root mean squared error
0.5019
Root relative squared error
1.0281
SciMark benchmark
889.3151
UserCPU time millis
20
UserCPU time millis training
20