DEVELOPMENT... OpenML
Run
149433

Run 149433

Task 3687 (Supervised Classification) cal_housing 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
0.9069
Per class
F measure
0.8718
Per class
Kappa
0.7339
KB relative information score
13881.9158
Mean absolute error
0.1646
Mean prior absolute error
0.4824
Number of instances
20640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8717
Per class
Predictive accuracy
0.8719
Prior entropy
0.9745
Recall
0.8719
Per class
Relative absolute error
0.3412
Root mean prior squared error
0.4911
Root mean squared error
0.3236
Root relative squared error
0.6589
SciMark benchmark
904.3001
UserCPU time millis
1320
UserCPU time millis testing
210
UserCPU time millis training
1110