DEVELOPMENT... OpenML
Run
187639

Run 187639

Task 3841 (Supervised Classification) mfeat-factors 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
0.9925
Per class
F measure
0.9854
Per class
Kappa
0.9209
KB relative information score
1746.2253
Mean absolute error
0.0159
Mean prior absolute error
0.1803
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
0.9864
Per class
Predictive accuracy
0.985
Prior entropy
0.4703
Recall
0.985
Per class
Relative absolute error
0.0883
Root mean prior squared error
0.3
Root mean squared error
0.1209
Root relative squared error
0.403
SciMark benchmark
909.3537
UserCPU time millis
1400
UserCPU time millis testing
1010
UserCPU time millis training
390