Run
451244

Run 451244

Task 7557 (Supervised Classification) CostaMadre1 Uploaded 19-05-2015 by Deter Bergman
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_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
0.7771
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8088
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0047
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-49.1578
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2023
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2256
Cross-validation details (10-fold Crossvalidation)
Number of instances
296
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_40, x86_64, Mac OS X, 10.10.2]
Precision
0.7784
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8547
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5598
Cross-validation details (10-fold Crossvalidation)
Recall
0.8547
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8967
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3345
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3227
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9647
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1212.0218
UserCPU time millis
90.592
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
7.252
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
83.34
Cross-validation details (10-fold Crossvalidation)