DEVELOPMENT... OpenML
Run
164041

Run 164041

Task 59 (Supervised Classification) iris Uploaded 17-02-2015 by Felicia West
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Flow

weka.A1DE(4)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(4)_F1
weka.A1DE(4)_M1.0

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
0.9819
Per class
F measure
0.9333
Per class
Kappa
0.9
KB relative information score
138.0315
Mean absolute error
0.0415
Mean prior absolute error
0.4444
Number of instances
150
Per class
OS information
[Oracle Corporation, 1.7.0_71, x86_64, Mac OS X, 10.10.2]
Precision
0.9333
Per class
Predictive accuracy
0.9333
Prior entropy
1.585
Recall
0.9333
Per class
Relative absolute error
0.0935
Root mean prior squared error
0.4714
Root mean squared error
0.1596
Root relative squared error
0.3386
SciMark benchmark
1574.311
UserCPU time millis
9.32
UserCPU time millis testing
6.189
UserCPU time millis training
3.131