DEVELOPMENT... OpenML
Run
133303

Run 133303

Task 3797 (Supervised Classification) socmob Uploaded 27-12-2014 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)_I20
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
0.9846
Per class
Build CPU time
0.1096
Build memory
969940259.7232
F measure
0.944
Per class
Kappa
0.8358
KB relative information score
839.2783
Mean absolute error
0.0954
Mean prior absolute error
0.3451
Number of instances
1156
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9439
Per class
Predictive accuracy
0.9446
Prior entropy
0.7637
Recall
0.9446
Per class
Relative absolute error
0.2766
Root mean prior squared error
0.4152
Root mean squared error
0.1995
Root relative squared error
0.4805
SciMark benchmark
943.8094