DEVELOPMENT... OpenML
Run
154904

Run 154904

Task 3507 (Supervised Classification) vehicle_sensIT Uploaded 10-02-2015 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
0.8775
Per class
F measure
0.8224
Per class
Kappa
0.646
KB relative information score
59171.1462
Mean absolute error
0.2091
Mean prior absolute error
0.5
Number of instances
98528
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8273
Per class
Predictive accuracy
0.823
Prior entropy
1
Recall
0.823
Per class
Relative absolute error
0.4182
Root mean prior squared error
0.5
Root mean squared error
0.3524
Root relative squared error
0.7048
SciMark benchmark
917.7039
UserCPU time millis
42095170
UserCPU time millis testing
1170
UserCPU time millis training
42094000