DEVELOPMENT... OpenML
Run
148790

Run 148790

Task 3687 (Supervised Classification) cal_housing Uploaded 06-02-2015 by Felicia West
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Flow

weka.Decorate(1)P. Melville, R. J. Mooney: Constructing Diverse Classifier Ensembles Using Artificial Training Examples. In: Eighteenth International Joint Conference on Artificial Intelligence, 505-510, 2003. P. Melville, R. J. Mooney (2004). Creating Diversity in Ensembles Using Artificial Data. Information Fusion: Special Issue on Diversity in Multiclassifier Systems..
weka.Decorate(1)_E15
weka.Decorate(1)_R1.0
weka.Decorate(1)_S1
weka.Decorate(1)_I50

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
0.9466
Per class
F measure
0.888
Per class
Kappa
0.7674
KB relative information score
12544.3973
Mean absolute error
0.2041
Mean prior absolute error
0.4824
Number of instances
20640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.888
Per class
Predictive accuracy
0.8883
Prior entropy
0.9745
Recall
0.8883
Per class
Relative absolute error
0.4231
Root mean prior squared error
0.4911
Root mean squared error
0.2977
Root relative squared error
0.6063
SciMark benchmark
947.9494
UserCPU time millis
111080
UserCPU time millis testing
200
UserCPU time millis training
110880