DEVELOPMENT... OpenML
Run
131348

Run 131348

Task 3620 (Supervised Classification) fri_c0_100_5 Uploaded 25-12-2014 by Felicia West
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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)_I160
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
0.902
Per class
Build CPU time
0.0309
Build memory
1553954108
F measure
0.8502
Per class
Kappa
0.6995
KB relative information score
49.8583
Mean absolute error
0.267
Mean prior absolute error
0.4969
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.852
Per class
Predictive accuracy
0.85
Prior entropy
0.9956
Recall
0.85
Per class
Relative absolute error
0.5374
Root mean prior squared error
0.4984
Root mean squared error
0.3493
Root relative squared error
0.7008
SciMark benchmark
892.8005