DEVELOPMENT... OpenML
Run
187552

Run 187552

Task 3686 (Supervised Classification) house_16H 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
0.9296
Per class
F measure
0.8644
Per class
Kappa
0.678
KB relative information score
13982.2755
Mean absolute error
0.154
Mean prior absolute error
0.4168
Number of instances
22784
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8665
Per class
Predictive accuracy
0.8631
Prior entropy
0.8764
Recall
0.8631
Per class
Relative absolute error
0.3695
Root mean prior squared error
0.4565
Root mean squared error
0.3254
Root relative squared error
0.7129
SciMark benchmark
1250.8301
UserCPU time millis
560
UserCPU time millis testing
110
UserCPU time millis training
450