Run
440851

Run 440851

Task 4442 (Supervised Classification) fri_c3_250_50 Uploaded 16-05-2015 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
0.8941
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8069
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6048
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
665.7574
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3823
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4908
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8105
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8092
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9868
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8092
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7789
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4954
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4039
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8154
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
936.9595
UserCPU time millis
120
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
110
Cross-validation details (10 times 10-fold Crossvalidation)