DEVELOPMENT... OpenML
Run
149456

Run 149456

Task 3708 (Supervised Classification) house_8L Uploaded 08-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.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
0.9012
Per class
F measure
0.8704
Per class
Kappa
0.685
KB relative information score
13596.2148
Mean absolute error
0.1686
Mean prior absolute error
0.4168
Number of instances
22784
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8701
Per class
Predictive accuracy
0.8723
Prior entropy
0.8764
Recall
0.8723
Per class
Relative absolute error
0.4046
Root mean prior squared error
0.4565
Root mean squared error
0.3179
Root relative squared error
0.6964
SciMark benchmark
929.0255
UserCPU time millis
1180
UserCPU time millis testing
330
UserCPU time millis training
850