DEVELOPMENT... OpenML
Run
193988

Run 193988

Task 268 (Supervised Classification) ecoli 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
0.9632
Per class
F measure
0.8593
Per class
Kappa
0.8137
KB relative information score
83.225
Mean absolute error
0.052
Mean prior absolute error
0.1832
Number of instances
110
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8633
Per class
Predictive accuracy
0.8636
Prior entropy
2.2353
Recall
0.8636
Per class
Relative absolute error
0.2838
Root mean prior squared error
0.3023
Root mean squared error
0.1657
Root relative squared error
0.5481
SciMark benchmark
895.5332
UserCPU time millis
210
UserCPU time millis training
210