DEVELOPMENT... OpenML
Run
58709

Run 58709

Task 3704 (Supervised Classification) kdd_el_nino-small Uploaded 15-11-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I20
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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.

21 Evaluation measures

Area under ROC curve
0.9881
Per class
Build CPU time
31.861
Build memory
117635828.2558
F measure
0.9553
Per class
Kappa
0.9019
KB relative information score
674.682
Mean absolute error
0.0642
Mean prior absolute error
0.4553
Number of instances
782
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9554
Per class
Predictive accuracy
0.9552
Prior entropy
0.9348
Recall
0.9552
Per class
Relative absolute error
0.1411
Root mean prior squared error
0.4771
Root mean squared error
0.1852
Root relative squared error
0.3882
SciMark benchmark
1216.8013