DEVELOPMENT... OpenML
Run
182605

Run 182605

Task 4579 (Supervised Classification) ecoli Uploaded 25-02-2015 by Felicia West
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Flow

weka.SimpleCart(3)Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
weka.SimpleCart(3)_M2.0
weka.SimpleCart(3)_N5
weka.SimpleCart(3)_C1.0
weka.SimpleCart(3)_S1

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
0.9625
Per class
F measure
0.9471
Per class
Kappa
0.8922
KB relative information score
2873.333
Mean absolute error
0.076
Mean prior absolute error
0.489
Number of instances
3360
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9477
Per class
Predictive accuracy
0.947
Prior entropy
0.9842
Recall
0.947
Per class
Relative absolute error
0.1554
Root mean prior squared error
0.4944
Root mean squared error
0.2175
Root relative squared error
0.4398
SciMark benchmark
1318.1432
UserCPU time millis
10
UserCPU time millis training
10