DEVELOPMENT... OpenML
Run
23255

Run 23255

Task 10 (Supervised Classification) lymph Uploaded 24-06-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(1)_I10
weka.Bagging_RandomTree(1)_P100
weka.Bagging_RandomTree(1)_S1
weka.Bagging_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

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
0.9244
Per class
F measure
0.8434
Per class
Kappa
0.7101
KB relative information score
77.4265
Mean absolute error
0.1419
Mean prior absolute error
0.2677
Number of instances
148
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8497
Per class
Predictive accuracy
0.8514
Prior entropy
1.2818
Recall
0.8514
Per class
Relative absolute error
0.5302
Root mean prior squared error
0.3639
Root mean squared error
0.2499
Root relative squared error
0.6867
SciMark benchmark
933.291[562.47681402932691010.7290985125734471.3528398414899911.48820099582031710.4082703947079]