DEVELOPMENT... OpenML
Run
186606

Run 186606

Task 4571 (Supervised Classification) primary-tumor Uploaded 25-02-2015 by Felicia West
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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
0.8749
Per class
F measure
0.8437
Per class
Kappa
0.5651
KB relative information score
1292.6808
Mean absolute error
0.2262
Mean prior absolute error
0.3735
Number of instances
3390
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8449
Per class
Predictive accuracy
0.8513
Prior entropy
0.8101
Recall
0.8513
Per class
Relative absolute error
0.6055
Root mean prior squared error
0.4317
Root mean squared error
0.3375
Root relative squared error
0.7818
SciMark benchmark
1327.8711
UserCPU time millis
140
UserCPU time millis testing
50
UserCPU time millis training
90