DEVELOPMENT... OpenML
Run
195056

Run 195056

Task 4491 (Supervised Classification) visualizing_soil 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
1
Per class
F measure
0.9982
Per class
Kappa
0.9964
KB relative information score
82981.2264
Mean absolute error
0.0229
Mean prior absolute error
0.495
Number of instances
86410
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9982
Per class
Predictive accuracy
0.9982
Prior entropy
0.9928
Recall
0.9982
Per class
Relative absolute error
0.0462
Root mean prior squared error
0.4975
Root mean squared error
0.0812
Root relative squared error
0.1633
SciMark benchmark
915.6729
UserCPU time millis
3060
UserCPU time millis testing
10
UserCPU time millis training
3050