DEVELOPMENT... OpenML
Run
144062

Run 144062

Task 3897 (Supervised Classification) eye_movements Uploaded 31-01-2015 by Felicia West
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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
0.7516
Per class
F measure
0.5636
Per class
Kappa
0.3333
KB relative information score
3321.5337
Mean absolute error
0.3415
Mean prior absolute error
0.4388
Number of instances
10936
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5652
Per class
Predictive accuracy
0.5628
Prior entropy
1.5663
Recall
0.5628
Per class
Relative absolute error
0.7781
Root mean prior squared error
0.4684
Root mean squared error
0.4211
Root relative squared error
0.899
SciMark benchmark
915.2795
UserCPU time millis
2950
UserCPU time millis testing
2570
UserCPU time millis training
380