DEVELOPMENT... OpenML
Run
148856

Run 148856

Task 3708 (Supervised Classification) house_8L Uploaded 06-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9341
Per class
F measure
0.8821
Per class
Kappa
0.7124
KB relative information score
12491.6071
Mean absolute error
0.1943
Mean prior absolute error
0.4168
Number of instances
22784
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8827
Per class
Predictive accuracy
0.8845
Prior entropy
0.8764
Recall
0.8845
Per class
Relative absolute error
0.4661
Root mean prior squared error
0.4565
Root mean squared error
0.2983
Root relative squared error
0.6535
SciMark benchmark
947.9494
UserCPU time millis
111960
UserCPU time millis testing
40
UserCPU time millis training
111920