DEVELOPMENT... OpenML
Run
143673

Run 143673

Task 9 (Supervised Classification) autos Uploaded 31-01-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.A2DE(2)Webb, Geoffrey I., Boughton, Janice, Zheng, Fei, Ting, Kai Ming, Salem, Houssam (2012). Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive {Bayesian} classification. Machine Learning. 86(2):233-272.
weka.A2DE(2)_F1
weka.A2DE(2)_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
0.9481
Per class
F measure
0.8239
Per class
Kappa
0.7709
KB relative information score
161.0877
Mean absolute error
0.0529
Mean prior absolute error
0.2209
Number of instances
205
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8254
Per class
Predictive accuracy
0.8244
Prior entropy
2.3268
Recall
0.8244
Per class
Relative absolute error
0.2396
Root mean prior squared error
0.3318
Root mean squared error
0.2001
Root relative squared error
0.6032
SciMark benchmark
915.2795
UserCPU time millis
150
UserCPU time millis testing
100
UserCPU time millis training
50