Run
549322

Run 549322

Task 3961 (Supervised Classification) AP_Breast_Omentum Uploaded 08-04-2016 by Jan van Rijn
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  • study_15 study_20 weka weka_3.7.13
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Flow

weka.RandomForest(9)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_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
0.9754
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9526
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8349
Cross-validation details (10-fold Crossvalidation)
KB relative information score
240.9511
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1453
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2998
Cross-validation details (10-fold Crossvalidation)
Number of instances
421
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.9562
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9549
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6896
Cross-validation details (10-fold Crossvalidation)
Recall
0.9549
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4846
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3866
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2172
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5619
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1001.7477
UserCPU time millis
2240
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2140
Cross-validation details (10-fold Crossvalidation)