DEVELOPMENT... OpenML
Run
193926

Run 193926

Task 18 (Supervised Classification) mfeat-morphological 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
0.9652
Per class
F measure
0.738
Per class
Kappa
0.7094
KB relative information score
1517.8171
Mean absolute error
0.0675
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7412
Per class
Predictive accuracy
0.7385
Prior entropy
3.3219
Recall
0.7385
Per class
Relative absolute error
0.3753
Root mean prior squared error
0.3
Root mean squared error
0.1809
Root relative squared error
0.6029
SciMark benchmark
938.9967
UserCPU time millis
1820
UserCPU time millis training
1820