DEVELOPMENT... OpenML
Run
187601

Run 187601

Task 3842 (Supervised Classification) waveform-5000 Uploaded 25-02-2015 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
0.948
Per class
F measure
0.8611
Per class
Kappa
0.6987
KB relative information score
3094.2126
Mean absolute error
0.1696
Mean prior absolute error
0.4478
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.872
Per class
Predictive accuracy
0.8584
Prior entropy
0.9233
Recall
0.8584
Per class
Relative absolute error
0.3788
Root mean prior squared error
0.4732
Root mean squared error
0.3104
Root relative squared error
0.6559
SciMark benchmark
935.4444
UserCPU time millis
180
UserCPU time millis testing
110
UserCPU time millis training
70