DEVELOPMENT... OpenML
Run
149642

Run 149642

Task 3897 (Supervised Classification) eye_movements Uploaded 08-02-2015 by Felicia West
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Flow

weka.END_ND_J48(2)Lin Dong, Eibe Frank, Stefan Kramer: Ensembles of Balanced Nested Dichotomies for Multi-class Problems. In: PKDD, 84-95, 2005. Eibe Frank, Stefan Kramer: Ensembles of nested dichotomies for multi-class problems. In: Twenty-first International Conference on Machine Learning, 2004.
weka.J48(3)_C0.25
weka.J48(3)_M2
weka.END_ND_J48(2)_S1
weka.END_ND_J48(2)_I10
weka.END_ND_J48(2)_Wweka.classifiers.meta.nestedDichotomies.ND
weka.ND_J48(2)_S1
weka.ND_J48(2)_Wweka.classifiers.trees.J48

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
0.851
Per class
F measure
0.6836
Per class
Kappa
0.5172
KB relative information score
5680.9339
Mean absolute error
0.2407
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
0.6847
Per class
Predictive accuracy
0.6832
Prior entropy
1.5663
Recall
0.6832
Per class
Relative absolute error
0.5485
Root mean prior squared error
0.4684
Root mean squared error
0.3771
Root relative squared error
0.8051
SciMark benchmark
904.3001
UserCPU time millis
7680
UserCPU time millis testing
310
UserCPU time millis training
7370