Run
6058231

Run 6058231

Task 15 (Supervised Classification) breast-w Uploaded 31-07-2017 by Miguel Cachada
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Flow

weka.LWL_RandomForest(4)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.RandomForest(12)_P100
weka.RandomForest(12)_I9
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K1
weka.RandomForest(12)_M1.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.LWL_RandomForest(4)_Atrue
weka.LWL_RandomForest(4)_K-1
weka.LWL_RandomForest(4)_U0
weka.LWL_RandomForest(4)_Wweka.classifiers.trees.RandomForest

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.

22 Evaluation measures

Area under ROC curve
0.9885
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9306
Cross-validation details (10-fold Crossvalidation)
KB relative information score
616.6842
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0567
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9687
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9685
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9685
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1255
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1658
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3489
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1687.9989
UserCPU time millis
1690
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1690
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)