DEVELOPMENT... OpenML
Run
19121

Run 19121

Task 4 (Supervised Classification) labor Uploaded 12-06-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(1)_I20
weka.Bagging_RandomForest(1)_P100
weka.Bagging_RandomForest(1)_S1
weka.Bagging_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(1)_num-slots1
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9757
Per class
F measure
0.9117
Per class
Kappa
0.8052
KB relative information score
31.3516
Mean absolute error
0.2237
Mean prior absolute error
0.457
Number of instances
57
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9118
Per class
Predictive accuracy
0.9123
Prior entropy
0.9393
Recall
0.9123
Per class
Relative absolute error
0.4894
Root mean prior squared error
0.4773
Root mean squared error
0.2913
Root relative squared error
0.6104
SciMark benchmark
947.2632[559.76910839984421016.0585376856843481.0671011934597910.85475360997441768.5665966389256]