Run
463667

Run 463667

Task 282 (Supervised Classification) heart-statlog Uploaded 09-07-2015 by Joaquin Vanschoren
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Flow

weka.RandomForest(5)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(5)_I100
weka.RandomForest(5)_K0
weka.RandomForest(5)_S1
weka.RandomForest(5)_num-slots1

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
0.8885
Per class
Cross-validation details (33% Holdout set)
F measure
0.8063
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6149
Cross-validation details (33% Holdout set)
KB relative information score
42.9694
Cross-validation details (33% Holdout set)
Mean absolute error
0.2727
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4981
Cross-validation details (33% Holdout set)
Number of instances
89
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.821
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.809
Cross-validation details (33% Holdout set)
Prior entropy
0.9912
Cross-validation details (33% Holdout set)
Recall
0.809
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5474
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5012
Cross-validation details (33% Holdout set)
Root mean squared error
0.3753
Cross-validation details (33% Holdout set)
Root relative squared error
0.7488
Cross-validation details (33% Holdout set)
SciMark benchmark
931.771
UserCPU time millis
100
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
Cross-validation details (33% Holdout set)
UserCPU time millis training
90
Cross-validation details (33% Holdout set)