Run
21550

Run 21550

Task 13 (Supervised Classification) breast-cancer Uploaded 19-06-2014 by Joaquin Vanschoren
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Flow

weka.LWL_RandomForest(1)Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, 249-256, 2003. C. Atkeson, A. Moore, S. Schaal (1996). Locally weighted learning. AI Review..
weka.LWL_RandomForest(1)_Atrue
weka.LWL_RandomForest(1)_K-1
weka.LWL_RandomForest(1)_U0
weka.LWL_RandomForest(1)_Wweka.classifiers.trees.RandomForest
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
0.6688
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6767
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1983
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.7687
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3394
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4183
Cross-validation details (10-fold Crossvalidation)
Number of instances
286
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
0.6706
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6958
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8796
Cross-validation details (10-fold Crossvalidation)
Recall
0.6958
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8112
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.457
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4669
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0216
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.1582[552.32445985240691011.5249537742577478.28146046101085913.07556704216551760.5845701777503]