DEVELOPMENT... OpenML
Run
132328

Run 132328

Task 285 (Supervised Classification) vote Uploaded 26-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AdaBoostM1_RandomForest(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_RandomForest(2)_I40
weka.AdaBoostM1_RandomForest(2)_P100
weka.AdaBoostM1_RandomForest(2)_S1
weka.AdaBoostM1_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.9787
Per class
Build CPU time
1.37
Build memory
2566828208
F measure
0.9169
Per class
Kappa
0.8274
KB relative information score
117.4765
Mean absolute error
0.0815
Mean prior absolute error
0.4739
Number of instances
143
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9236
Per class
Predictive accuracy
0.9161
Prior entropy
0.9627
Recall
0.9161
Per class
Relative absolute error
0.172
Root mean prior squared error
0.4865
Root mean squared error
0.2805
Root relative squared error
0.5766
SciMark benchmark
872.1114