Run
23189

Run 23189

Task 2075 (Supervised Classification) abalone Uploaded 24-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_BFTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1
weka.Bagging_BFTree(1)_I20
weka.Bagging_BFTree(1)_P100
weka.Bagging_BFTree(1)_S1
weka.Bagging_BFTree(1)_Wweka.classifiers.trees.BFTree
weka.Bagging_BFTree(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
0.7332
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2393
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1495
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1036.0985
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0554
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2357
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2499
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2499
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8961
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1722
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9799
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
930.1897[543.5464567994733995.0709712770484478.92144908848445908.95975824819551724.4500277703307]